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Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev stepped in to make this course possible this semester. Overall he really cares about his teaching and the students success. But based on his lecture style, it's safe to assume this is the first class he's taught. He doesn't really present the material, and instead just talks for a full power lecture which is very hard to follow sometimes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-05-02 16:16:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16781b3eda1c44840c445482\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MTg3NTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Zev was really good. His lectures were organized well and he was very responsive to questions and available for office hours.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-12-05 19:33:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c7ac4a71f4f7cf9ed54a919\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MDUzNDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"A nice professor, but NOT a good lecturer. He displayed all details on textbook in 1 hour's lecture, it's hard to catch up if you don't work hard and learn the book before. If that, why lecture? Watched Remzi's amazing video in 2021 (only essence and easy for human being to learn new stuff) instead, read OSTEP after, that's wise and smooth way.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-21 22:51:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"12fe0c2c63c60391a1078983\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MTI1OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Kai was not a very good lecturer, but he really tried. He put huge efforts in pushing people to participate in class, which froze the course progress. Still, he's very reachable during office hours and really patient in answering your questions. I'll say he didn't get me to appreciate OS, but he definitely delivered all the necessary materials.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-01-25 04:50:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"52481d1ed85251b78e5183e1\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mzc2MzEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Very nice professor that taught the content in a simple, but direct manner from the OSTEP textbook. Nicely paced lectures and took feedback regularly. The projects were handled messily, but that is mostly due to the TAs being unprepared, and gave a generous curve with plenty of extra credit over the semester. Those complaining earlier were wrong. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-29 14:19:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f4bbcb6fd93aecdd8b67258c\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODA4MDkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":12,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"63aaac25ce8fecb1971c6e75\",\"16781b3eda1c44840c445482\",\"3c7ac4a71f4f7cf9ed54a919\",\"fa1158d25b07e8cd88347423\",\"12fe0c2c63c60391a1078983\",\"011c333243e194cda62dfa9c\",\"52481d1ed85251b78e5183e1\",\"f4bbcb6fd93aecdd8b67258c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures are described as ranging from clear and well-organized to dry, fast-paced, or confusing. Some professors explain concepts effectively, while others are criticized for not presenting material well or assuming prior knowledge.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"She really knows her material, and can teach it very effectively. It is a hard class and you have to spend a lot of time to learn, but she is always there to support your learning. Solid choice 100%, can't go wrong with her.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-08-22 15:14:07 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0559d18ab61de4a25b81555c\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1MDQwOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Was a decently tough class, I think Mike and Tej did a fair job of running the class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-05-12 18:31:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f38b3d82f5b6469b2da6a1bf\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"}],\"evidence_count\":9,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"fc2d5f3d6784fc1d559054dd\",\"0559d18ab61de4a25b81555c\",\"fa1158d25b07e8cd88347423\",\"011c333243e194cda62dfa9c\",\"68c86b47eb5759174ac75547\",\"d816fdc15dbf29f34079b3b1\",\"f38b3d82f5b6469b2da6a1bf\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"The class is consistently described as having a heavy workload, with difficult and time-consuming projects and exams. Students are advised to start work early and spend significant time studying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"She's a good prof and very helpful and willing to spend time with you in office hours. But you are never sure what to expect on quizzes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-05-13 18:07:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4767d614672a627f0f7b54\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Pretty good professor. I liked his style a lot of explaining stuff and posting the notes to his website so you don't have to take notes. The weekly tests were a pain though because they were at the beginning of the class so any slight delay in getting to class could mean you get less time on the 10 min tests that influence the final grade heavily.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-02-25 00:00:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8e2996febe7b6551b5935900\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":7,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"b59b6601472feb508f503483\",\"8b4767d614672a627f0f7b54\",\"3aaf3c7e33ae62601bb9b03b\",\"8e2996febe7b6551b5935900\",\"011c333243e194cda62dfa9c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary, with some students finding quizzes and exams fair but difficult, while others find them confusing or poorly prepared. Weekly tests and long exams are common pain points.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He is really good, he changes the way UW teaches OS class\",\"course_id\":\"COMPSCI 537\",\"date\":\"2003-02-18 19:48:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14fa629b199bbe5e8e28faa2\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTU4MzEyNA==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Bart comes across as kind of a tough guy and definitely likes things done his way.  He is rather dogmatic, but really knows his stuff.  Extremely helpful if you meet him outside of class and his lectures have a good amount of humor.  Do all the work assigned, come to lecure and you'll get a good grade.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2008-09-02 14:28:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"af2ac8bf580d49b6ff371aa8\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzkyNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"A very good prof.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-02-06 13:17:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7f2834c24ea78abfd809af75\",\"instructor_id\":\"rmp:1165692\",\"instructor_name\":\"Haryadi Gunawi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5ODAzNjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1165692\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev is a great lecturer. He really wants you to succeed and he cares about the material.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-04 21:50:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f50ae4833e5b1dfbf8a71d1e\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk1OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"yuvraj cares so much about his students!\\ni have never had a professor who cared so much about the students and made time for them as much as he does. definitely recommend\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-04 15:47:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"098b290ac2cbb0a6746848cb\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDE2Mzk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Yuvraj might be the best professor I've had at the university. He uses Remzi's textbook which is really well-written. He is amazingly personable and cares for his students and will do anything to help. Also, he knows how to foster a good classroom community in Piazza. Would highly recommend taking OS with him.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-11 20:37:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3224af2fa5dcc294c5595db3\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDU2OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Best instructor I ever had, very friendly and always willing to help. Decent lecture.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-10-10 16:25:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cdb9032075d9e929337ddebe\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2Njg4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Louis Oliphant is one of my favorite professors at UW and we are very lucky that he joined. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-21 00:19:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f24312049d9d687ae20aa391\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzYxMzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"the goat the goat the goat the goat \",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-10-21 19:21:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed8d2a857d33af083caa8e11\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNzM5NjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":15,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"af2ac8bf580d49b6ff371aa8\",\"7f2834c24ea78abfd809af75\",\"b59b6601472feb508f503483\",\"3aaf3c7e33ae62601bb9b03b\",\"f50ae4833e5b1dfbf8a71d1e\",\"63aaac25ce8fecb1971c6e75\",\"fc2d5f3d6784fc1d559054dd\",\"098b290ac2cbb0a6746848cb\",\"3224af2fa5dcc294c5595db3\",\"cdb9032075d9e929337ddebe\",\"f24312049d9d687ae20aa391\",\"68c86b47eb5759174ac75547\",\"ed8d2a857d33af083caa8e11\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1165692\",\"name\":\"Haryadi Gunawi\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2774930\",\"name\":\"Yuvraj Patel\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, many students highly recommend the course and specific professors, citing the value of the material, the helpfulness of instructors in office hours, and the overall learning experience.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b0982ce0b07d2f0f6ea9072d4d65c3cce1c653a3d3499b54352205b6a2d0259c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E/COMP SCI 354and (COMP SCI 367 or400) or graduate/professional standing or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":354,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\",\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E/COMP SCI 354\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 367 or400)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"COMP SCI 367\",\"course\":null,\"evidence\":\"COMP SCI 367\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"400\",\"id\":\"n6\",\"kind\":\"course\"}],\"notes\":[\"COMP SCI 367 is mentioned in requirements_text but is not in linked_courses; 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Involves design and implementation using high quality professional code, a medium sized program, that demonstrates knowledge and use of latest language features, tools, and conventions.\"}],\"text\":\"Fundamental computer system structures, C programming, low-level performance impacts, memory management, assembly, and advanced data structures.\"}],\"search_phrases\":[\"operating systems introduction\",\"COMPSCI 537 prerequisites\",\"machine organization programming\",\"system scheduling resource allocation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 537\",\"field\":\"description\",\"quote\":\"Input-output hardware, interrupt handling, properties of magnetic tapes, discs and drums, associative memories and virtual address translation techniques. 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Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev stepped in to make this course possible this semester. Overall he really cares about his teaching and the students success. But based on his lecture style, it's safe to assume this is the first class he's taught. He doesn't really present the material, and instead just talks for a full power lecture which is very hard to follow sometimes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-05-02 16:16:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16781b3eda1c44840c445482\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MTg3NTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Zev was really good. His lectures were organized well and he was very responsive to questions and available for office hours.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-12-05 19:33:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c7ac4a71f4f7cf9ed54a919\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MDUzNDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"A nice professor, but NOT a good lecturer. He displayed all details on textbook in 1 hour's lecture, it's hard to catch up if you don't work hard and learn the book before. If that, why lecture? Watched Remzi's amazing video in 2021 (only essence and easy for human being to learn new stuff) instead, read OSTEP after, that's wise and smooth way.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-21 22:51:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"12fe0c2c63c60391a1078983\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MTI1OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Kai was not a very good lecturer, but he really tried. He put huge efforts in pushing people to participate in class, which froze the course progress. Still, he's very reachable during office hours and really patient in answering your questions. I'll say he didn't get me to appreciate OS, but he definitely delivered all the necessary materials.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-01-25 04:50:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"52481d1ed85251b78e5183e1\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mzc2MzEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Very nice professor that taught the content in a simple, but direct manner from the OSTEP textbook. Nicely paced lectures and took feedback regularly. The projects were handled messily, but that is mostly due to the TAs being unprepared, and gave a generous curve with plenty of extra credit over the semester. Those complaining earlier were wrong. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-29 14:19:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f4bbcb6fd93aecdd8b67258c\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODA4MDkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":12,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"63aaac25ce8fecb1971c6e75\",\"16781b3eda1c44840c445482\",\"3c7ac4a71f4f7cf9ed54a919\",\"fa1158d25b07e8cd88347423\",\"12fe0c2c63c60391a1078983\",\"011c333243e194cda62dfa9c\",\"52481d1ed85251b78e5183e1\",\"f4bbcb6fd93aecdd8b67258c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures are described as ranging from clear and well-organized to dry, fast-paced, or confusing. Some professors explain concepts effectively, while others are criticized for not presenting material well or assuming prior knowledge.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"She really knows her material, and can teach it very effectively. It is a hard class and you have to spend a lot of time to learn, but she is always there to support your learning. Solid choice 100%, can't go wrong with her.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-08-22 15:14:07 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0559d18ab61de4a25b81555c\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1MDQwOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Was a decently tough class, I think Mike and Tej did a fair job of running the class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-05-12 18:31:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f38b3d82f5b6469b2da6a1bf\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"}],\"evidence_count\":9,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"fc2d5f3d6784fc1d559054dd\",\"0559d18ab61de4a25b81555c\",\"fa1158d25b07e8cd88347423\",\"011c333243e194cda62dfa9c\",\"68c86b47eb5759174ac75547\",\"d816fdc15dbf29f34079b3b1\",\"f38b3d82f5b6469b2da6a1bf\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"The class is consistently described as having a heavy workload, with difficult and time-consuming projects and exams. Students are advised to start work early and spend significant time studying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"She's a good prof and very helpful and willing to spend time with you in office hours. But you are never sure what to expect on quizzes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-05-13 18:07:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4767d614672a627f0f7b54\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Pretty good professor. I liked his style a lot of explaining stuff and posting the notes to his website so you don't have to take notes. The weekly tests were a pain though because they were at the beginning of the class so any slight delay in getting to class could mean you get less time on the 10 min tests that influence the final grade heavily.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-02-25 00:00:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8e2996febe7b6551b5935900\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":7,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"b59b6601472feb508f503483\",\"8b4767d614672a627f0f7b54\",\"3aaf3c7e33ae62601bb9b03b\",\"8e2996febe7b6551b5935900\",\"011c333243e194cda62dfa9c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary, with some students finding quizzes and exams fair but difficult, while others find them confusing or poorly prepared. Weekly tests and long exams are common pain points.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He is really good, he changes the way UW teaches OS class\",\"course_id\":\"COMPSCI 537\",\"date\":\"2003-02-18 19:48:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14fa629b199bbe5e8e28faa2\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTU4MzEyNA==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Bart comes across as kind of a tough guy and definitely likes things done his way.  He is rather dogmatic, but really knows his stuff.  Extremely helpful if you meet him outside of class and his lectures have a good amount of humor.  Do all the work assigned, come to lecure and you'll get a good grade.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2008-09-02 14:28:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"af2ac8bf580d49b6ff371aa8\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzkyNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"A very good prof.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-02-06 13:17:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7f2834c24ea78abfd809af75\",\"instructor_id\":\"rmp:1165692\",\"instructor_name\":\"Haryadi Gunawi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5ODAzNjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1165692\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev is a great lecturer. He really wants you to succeed and he cares about the material.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-04 21:50:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f50ae4833e5b1dfbf8a71d1e\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk1OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"yuvraj cares so much about his students!\\ni have never had a professor who cared so much about the students and made time for them as much as he does. definitely recommend\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-04 15:47:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"098b290ac2cbb0a6746848cb\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDE2Mzk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Yuvraj might be the best professor I've had at the university. He uses Remzi's textbook which is really well-written. He is amazingly personable and cares for his students and will do anything to help. Also, he knows how to foster a good classroom community in Piazza. Would highly recommend taking OS with him.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-11 20:37:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3224af2fa5dcc294c5595db3\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDU2OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Best instructor I ever had, very friendly and always willing to help. Decent lecture.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-10-10 16:25:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cdb9032075d9e929337ddebe\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2Njg4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Louis Oliphant is one of my favorite professors at UW and we are very lucky that he joined. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-21 00:19:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f24312049d9d687ae20aa391\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzYxMzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"the goat the goat the goat the goat \",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-10-21 19:21:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed8d2a857d33af083caa8e11\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNzM5NjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":15,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"af2ac8bf580d49b6ff371aa8\",\"7f2834c24ea78abfd809af75\",\"b59b6601472feb508f503483\",\"3aaf3c7e33ae62601bb9b03b\",\"f50ae4833e5b1dfbf8a71d1e\",\"63aaac25ce8fecb1971c6e75\",\"fc2d5f3d6784fc1d559054dd\",\"098b290ac2cbb0a6746848cb\",\"3224af2fa5dcc294c5595db3\",\"cdb9032075d9e929337ddebe\",\"f24312049d9d687ae20aa391\",\"68c86b47eb5759174ac75547\",\"ed8d2a857d33af083caa8e11\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1165692\",\"name\":\"Haryadi Gunawi\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2774930\",\"name\":\"Yuvraj Patel\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, many students highly recommend the course and specific professors, citing the value of the material, the helpfulness of instructors in office hours, and the overall learning experience.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b0982ce0b07d2f0f6ea9072d4d65c3cce1c653a3d3499b54352205b6a2d0259c","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"af063468c6a615b336c506f2aae84a6f4f83e3142f8b5e8aee825b14d78593ed\",\"course_id\":\"COMPSCI 537\",\"current_instructors\":[{\"instructor_uid\":\"instructor_07391ce1ed4eeb7510f7caab\",\"message\":\"No course-specific reviews available\",\"name\":\"James Sorenson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.35 GPA, 61.1% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.34 GPA, 66.2% A/AB (n=320 letter grades); Fall 2025: 3.33 GPA, 60.4% A/AB (n=333 letter grades); Spring 2026: 3.38 GPA, 70.0% A/AB (n=287 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ANDREA ARPACI-DUSSEAU is recorded teaching in Fall 2007, Fall 2015, Fall 2016, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"BARTON MILLER is recorded teaching in Spring 2008, Spring 2011, Fall 2012, Fall 2013, Fall 2018, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"EMILY JACOBSON is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"HARYADI GUNAWI is recorded teaching in Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JAMES SORENSON is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"KAI MAST is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LOUIS OLIPHANT is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 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537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHIVARAM VENKATARAMAN is recorded teaching in Spring 2019, Spring 2020, Spring 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"YUVRAJ PATEL is recorded teaching in Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ZEV WEISS is recorded teaching in Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"933a427f382c3b574b99265c4bd7eca577e257c187eb1b19894e0f5785e675ec","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E/COMP SCI 354and (COMP SCI 367 or400) or graduate/professional standing or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":354,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\",\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E/COMP SCI 354\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 367 or400)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"COMP SCI 367\",\"course\":null,\"evidence\":\"COMP SCI 367\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"400\",\"id\":\"n6\",\"kind\":\"course\"}],\"notes\":[\"COMP SCI 367 is mentioned in requirements_text but is not in linked_courses; marked as condition with needs_review status implied by missing reference.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"933a427f382c3b574b99265c4bd7eca577e257c187eb1b19894e0f5785e675ec","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 354\",\"field\":\"description\",\"quote\":\"An introduction to fundamental structures of computer systems and the C programming language with a focus on the low-level interrelationships and impacts on performance. 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Batch processing, time sharing and real-time systems, scheduling resource allocation, modular software systems, performance measurement and system evaluation.\"}],\"text\":\"Introduction to operating systems covering I/O hardware, virtual memory, scheduling, and system evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 537\",\"field\":\"description\",\"quote\":\"Input-output hardware, interrupt handling, properties of magnetic tapes, discs and drums, associative memories and virtual address translation techniques.\"}],\"text\":\"I/O hardware, interrupt handling, and virtual address translation.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 537\",\"field\":\"description\",\"quote\":\"Batch processing, time sharing and real-time systems, scheduling resource allocation, modular software systems, performance measurement and system evaluation.\"}],\"text\":\"Batch processing, time sharing, real-time systems, and resource allocation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"933a427f382c3b574b99265c4bd7eca577e257c187eb1b19894e0f5785e675ec","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is really good, he changes the way UW teaches OS class\",\"course_id\":\"COMPSCI 537\",\"date\":\"2003-02-18 19:48:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14fa629b199bbe5e8e28faa2\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTU4MzEyNA==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev stepped in to make this course possible this semester. Overall he really cares about his teaching and the students success. But based on his lecture style, it's safe to assume this is the first class he's taught. He doesn't really present the material, and instead just talks for a full power lecture which is very hard to follow sometimes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-05-02 16:16:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16781b3eda1c44840c445482\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MTg3NTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Zev was really good. His lectures were organized well and he was very responsive to questions and available for office hours.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-12-05 19:33:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c7ac4a71f4f7cf9ed54a919\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MDUzNDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"A nice professor, but NOT a good lecturer. He displayed all details on textbook in 1 hour's lecture, it's hard to catch up if you don't work hard and learn the book before. If that, why lecture? Watched Remzi's amazing video in 2021 (only essence and easy for human being to learn new stuff) instead, read OSTEP after, that's wise and smooth way.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-21 22:51:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"12fe0c2c63c60391a1078983\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MTI1OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Kai was not a very good lecturer, but he really tried. He put huge efforts in pushing people to participate in class, which froze the course progress. Still, he's very reachable during office hours and really patient in answering your questions. I'll say he didn't get me to appreciate OS, but he definitely delivered all the necessary materials.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-01-25 04:50:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"52481d1ed85251b78e5183e1\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mzc2MzEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Very nice professor that taught the content in a simple, but direct manner from the OSTEP textbook. Nicely paced lectures and took feedback regularly. The projects were handled messily, but that is mostly due to the TAs being unprepared, and gave a generous curve with plenty of extra credit over the semester. Those complaining earlier were wrong. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-29 14:19:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f4bbcb6fd93aecdd8b67258c\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODA4MDkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":12,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"63aaac25ce8fecb1971c6e75\",\"16781b3eda1c44840c445482\",\"3c7ac4a71f4f7cf9ed54a919\",\"fa1158d25b07e8cd88347423\",\"12fe0c2c63c60391a1078983\",\"011c333243e194cda62dfa9c\",\"52481d1ed85251b78e5183e1\",\"f4bbcb6fd93aecdd8b67258c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures are described as ranging from clear and well-organized to dry, fast-paced, or confusing. Some professors explain concepts effectively, while others are criticized for not presenting material well or assuming prior knowledge.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"She really knows her material, and can teach it very effectively. It is a hard class and you have to spend a lot of time to learn, but she is always there to support your learning. Solid choice 100%, can't go wrong with her.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-08-22 15:14:07 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0559d18ab61de4a25b81555c\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1MDQwOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Was a decently tough class, I think Mike and Tej did a fair job of running the class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-05-12 18:31:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f38b3d82f5b6469b2da6a1bf\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"}],\"evidence_count\":9,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"fc2d5f3d6784fc1d559054dd\",\"0559d18ab61de4a25b81555c\",\"fa1158d25b07e8cd88347423\",\"011c333243e194cda62dfa9c\",\"68c86b47eb5759174ac75547\",\"d816fdc15dbf29f34079b3b1\",\"f38b3d82f5b6469b2da6a1bf\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"The class is consistently described as having a heavy workload, with difficult and time-consuming projects and exams. Students are advised to start work early and spend significant time studying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"She's a good prof and very helpful and willing to spend time with you in office hours. But you are never sure what to expect on quizzes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-05-13 18:07:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4767d614672a627f0f7b54\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Pretty good professor. I liked his style a lot of explaining stuff and posting the notes to his website so you don't have to take notes. The weekly tests were a pain though because they were at the beginning of the class so any slight delay in getting to class could mean you get less time on the 10 min tests that influence the final grade heavily.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-02-25 00:00:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8e2996febe7b6551b5935900\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":7,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"b59b6601472feb508f503483\",\"8b4767d614672a627f0f7b54\",\"3aaf3c7e33ae62601bb9b03b\",\"8e2996febe7b6551b5935900\",\"011c333243e194cda62dfa9c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary, with some students finding quizzes and exams fair but difficult, while others find them confusing or poorly prepared. Weekly tests and long exams are common pain points.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He is really good, he changes the way UW teaches OS class\",\"course_id\":\"COMPSCI 537\",\"date\":\"2003-02-18 19:48:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14fa629b199bbe5e8e28faa2\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTU4MzEyNA==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Bart comes across as kind of a tough guy and definitely likes things done his way.  He is rather dogmatic, but really knows his stuff.  Extremely helpful if you meet him outside of class and his lectures have a good amount of humor.  Do all the work assigned, come to lecure and you'll get a good grade.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2008-09-02 14:28:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"af2ac8bf580d49b6ff371aa8\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzkyNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"A very good prof.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-02-06 13:17:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7f2834c24ea78abfd809af75\",\"instructor_id\":\"rmp:1165692\",\"instructor_name\":\"Haryadi Gunawi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5ODAzNjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1165692\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev is a great lecturer. He really wants you to succeed and he cares about the material.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-04 21:50:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f50ae4833e5b1dfbf8a71d1e\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk1OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"yuvraj cares so much about his students!\\ni have never had a professor who cared so much about the students and made time for them as much as he does. definitely recommend\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-04 15:47:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"098b290ac2cbb0a6746848cb\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDE2Mzk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Yuvraj might be the best professor I've had at the university. He uses Remzi's textbook which is really well-written. He is amazingly personable and cares for his students and will do anything to help. Also, he knows how to foster a good classroom community in Piazza. Would highly recommend taking OS with him.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-11 20:37:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3224af2fa5dcc294c5595db3\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDU2OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Best instructor I ever had, very friendly and always willing to help. Decent lecture.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-10-10 16:25:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cdb9032075d9e929337ddebe\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2Njg4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Louis Oliphant is one of my favorite professors at UW and we are very lucky that he joined. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-21 00:19:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f24312049d9d687ae20aa391\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzYxMzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"the goat the goat the goat the goat \",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-10-21 19:21:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed8d2a857d33af083caa8e11\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNzM5NjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":15,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"af2ac8bf580d49b6ff371aa8\",\"7f2834c24ea78abfd809af75\",\"b59b6601472feb508f503483\",\"3aaf3c7e33ae62601bb9b03b\",\"f50ae4833e5b1dfbf8a71d1e\",\"63aaac25ce8fecb1971c6e75\",\"fc2d5f3d6784fc1d559054dd\",\"098b290ac2cbb0a6746848cb\",\"3224af2fa5dcc294c5595db3\",\"cdb9032075d9e929337ddebe\",\"f24312049d9d687ae20aa391\",\"68c86b47eb5759174ac75547\",\"ed8d2a857d33af083caa8e11\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1165692\",\"name\":\"Haryadi Gunawi\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2774930\",\"name\":\"Yuvraj Patel\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, many students highly recommend the course and specific professors, citing the value of the material, the helpfulness of instructors in office hours, and the overall learning experience.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"933a427f382c3b574b99265c4bd7eca577e257c187eb1b19894e0f5785e675ec","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"af063468c6a615b336c506f2aae84a6f4f83e3142f8b5e8aee825b14d78593ed\",\"course_id\":\"COMPSCI 537\",\"current_instructors\":[{\"instructor_uid\":\"instructor_07391ce1ed4eeb7510f7caab\",\"message\":\"No course-specific reviews available\",\"name\":\"James Sorenson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.35 GPA, 61.1% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Louis Oliphant\",\"review_date\":\"2026-03-05 23:54:41 +0000 UTC\",\"review_id\":\"d816fdc15dbf29f34079b3b1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2965334\",\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\",\"type\":\"review\"},{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2007-12-11 12:03:25 +0000 UTC\",\"review_id\":\"357d900b8eb1543de90c9f72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"},{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2026-05-12 18:31:29 +0000 UTC\",\"review_id\":\"f38b3d82f5b6469b2da6a1bf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"}],\"text\":\"Historical reviews of Louis Oliphant, Michael Swift: Projects require significant time investment, and exams are considered difficult. Students must infer answers not explicitly covered in lectures, requiring independent problem-solving skills.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2007-12-11 12:03:25 +0000 UTC\",\"review_id\":\"357d900b8eb1543de90c9f72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"},{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2026-05-12 18:31:29 +0000 UTC\",\"review_id\":\"f38b3d82f5b6469b2da6a1bf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"}],\"text\":\"Historical reviews of Michael Swift: James Sorenson is the current instructor, but reviews for Michael Swift describe fast lectures that are hard to follow despite his friendly demeanor. Swift's teaching style requires students to infer answers not explicitly covered, and he is noted for running the class fairly.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Louis Oliphant\",\"review_date\":\"2026-03-05 23:54:41 +0000 UTC\",\"review_id\":\"d816fdc15dbf29f34079b3b1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2965334\",\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\",\"type\":\"review\"},{\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"review_date\":\"2021-08-22 15:14:07 +0000 UTC\",\"review_id\":\"0559d18ab61de4a25b81555c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2071686\",\"source_review_id\":\"UmF0aW5nLTM1MDQwOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\",\"type\":\"review\"},{\"instructor_name\":\"Zev Weiss\",\"review_date\":\"2017-12-05 19:33:50 +0000 UTC\",\"review_id\":\"3c7ac4a71f4f7cf9ed54a919\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2236462\",\"source_review_id\":\"UmF0aW5nLTI5MDUzNDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\",\"type\":\"review\"},{\"instructor_name\":\"Yuvraj Patel\",\"review_date\":\"2022-10-10 16:25:48 +0000 UTC\",\"review_id\":\"cdb9032075d9e929337ddebe\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2774930\",\"source_review_id\":\"UmF0aW5nLTM2Njg4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\",\"type\":\"review\"}],\"text\":\"Students describe the course as interesting but challenging, with supportive instructors and effective teaching. Historical reviews emphasize helpful office hours and clear explanations.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.34 GPA, 66.2% A/AB (n=320 letter grades); Fall 2025: 3.33 GPA, 60.4% A/AB (n=333 letter grades); Spring 2026: 3.38 GPA, 70.0% A/AB (n=287 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2007-12-11 12:03:25 +0000 UTC\",\"review_id\":\"357d900b8eb1543de90c9f72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"},{\"instructor_name\":\"Kai Mast\",\"review_date\":\"2023-01-25 04:50:12 +0000 UTC\",\"review_id\":\"52481d1ed85251b78e5183e1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2871343\",\"source_review_id\":\"UmF0aW5nLTM3Mzc2MzEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\",\"type\":\"review\"},{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2021-02-25 00:00:59 +0000 UTC\",\"review_id\":\"8e2996febe7b6551b5935900\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTM0Mzg4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"}],\"text\":\"Historical reviews of Barton Miller, Kai Mast, Michael Swift: Lectures vary in pace and clarity, while weekly tests at the start of class penalize late arrivals.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ANDREA ARPACI-DUSSEAU is recorded teaching in Fall 2007, Fall 2015, Fall 2016, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"BARTON MILLER is recorded teaching in Spring 2008, Spring 2011, Fall 2012, Fall 2013, Fall 2018, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"EMILY JACOBSON is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"HARYADI GUNAWI is recorded teaching in Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JAMES SORENSON is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"KAI MAST is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LOUIS OLIPHANT is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MICHAEL SWIFT is recorded teaching in Fall 2007, Spring 2009, Fall 2009, Fall 2010, Fall 2011, Spring 2013, Fall 2017, Fall 2020, Spring 2022, Spring 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2008, Spring 2009, Fall 2009, Spring 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2013, Spring 2016, Spring 2018, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHIVARAM VENKATARAMAN is recorded teaching in Spring 2019, Spring 2020, Spring 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"YUVRAJ PATEL is recorded teaching in Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ZEV WEISS is recorded teaching in Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"09fa7ff2350c18dd7bd170c29e1afccff4790e149f94aaeaf84dbcc7973033e4","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E/COMP SCI 354and (COMP SCI 367 or400) or graduate/professional standing or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":354,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\",\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E/COMP SCI 354\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(COMP SCI 367 or400)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"COMP SCI 367\",\"course\":null,\"evidence\":\"COMP SCI 367\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"400\",\"id\":\"n6\",\"kind\":\"course\"}],\"notes\":[\"COMP SCI 367 is mentioned in requirements_text but is not in linked_courses; marked as condition with needs_review status implied by missing reference.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"09fa7ff2350c18dd7bd170c29e1afccff4790e149f94aaeaf84dbcc7973033e4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 354\",\"field\":\"description\",\"quote\":\"An introduction to fundamental structures of computer systems and the C programming language with a focus on the low-level interrelationships and impacts on performance. 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Involves design and implementation using high quality professional code, a medium sized program, that demonstrates knowledge and use of latest language features, tools, and conventions.\"}],\"text\":\"Fundamental computer system structures, C programming, low-level performance impacts, memory management, assembly, and advanced data structures.\"}],\"search_phrases\":[\"operating systems introduction\",\"COMPSCI 537 prerequisites\",\"machine organization programming\",\"system scheduling resource allocation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 537\",\"field\":\"description\",\"quote\":\"Input-output hardware, interrupt handling, properties of magnetic tapes, discs and drums, associative memories and virtual address translation techniques. 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Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev stepped in to make this course possible this semester. Overall he really cares about his teaching and the students success. But based on his lecture style, it's safe to assume this is the first class he's taught. He doesn't really present the material, and instead just talks for a full power lecture which is very hard to follow sometimes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-05-02 16:16:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16781b3eda1c44840c445482\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI4MTg3NTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Zev was really good. His lectures were organized well and he was very responsive to questions and available for office hours.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-12-05 19:33:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3c7ac4a71f4f7cf9ed54a919\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MDUzNDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"A nice professor, but NOT a good lecturer. He displayed all details on textbook in 1 hour's lecture, it's hard to catch up if you don't work hard and learn the book before. If that, why lecture? Watched Remzi's amazing video in 2021 (only essence and easy for human being to learn new stuff) instead, read OSTEP after, that's wise and smooth way.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-21 22:51:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"12fe0c2c63c60391a1078983\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MTI1OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Kai was not a very good lecturer, but he really tried. He put huge efforts in pushing people to participate in class, which froze the course progress. Still, he's very reachable during office hours and really patient in answering your questions. I'll say he didn't get me to appreciate OS, but he definitely delivered all the necessary materials.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-01-25 04:50:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"52481d1ed85251b78e5183e1\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3Mzc2MzEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Very nice professor that taught the content in a simple, but direct manner from the OSTEP textbook. Nicely paced lectures and took feedback regularly. The projects were handled messily, but that is mostly due to the TAs being unprepared, and gave a generous curve with plenty of extra credit over the semester. Those complaining earlier were wrong. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-29 14:19:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f4bbcb6fd93aecdd8b67258c\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODA4MDkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":12,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"63aaac25ce8fecb1971c6e75\",\"16781b3eda1c44840c445482\",\"3c7ac4a71f4f7cf9ed54a919\",\"fa1158d25b07e8cd88347423\",\"12fe0c2c63c60391a1078983\",\"011c333243e194cda62dfa9c\",\"52481d1ed85251b78e5183e1\",\"f4bbcb6fd93aecdd8b67258c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures are described as ranging from clear and well-organized to dry, fast-paced, or confusing. Some professors explain concepts effectively, while others are criticized for not presenting material well or assuming prior knowledge.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"She really knows her material, and can teach it very effectively. It is a hard class and you have to spend a lot of time to learn, but she is always there to support your learning. Solid choice 100%, can't go wrong with her.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-08-22 15:14:07 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0559d18ab61de4a25b81555c\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1MDQwOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"The professor spent lecture time explaining things (badly) that were tangentially related to the course and when asked a question about something actually important would laugh at you and tell you to read the book. No wonder every project got an extension; he didn't explain how to do projects until the day they were due.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-12-23 05:04:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fa1158d25b07e8cd88347423\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM5NjYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Was a decently tough class, I think Mike and Tej did a fair job of running the class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-05-12 18:31:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f38b3d82f5b6469b2da6a1bf\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"}],\"evidence_count\":9,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"3aaf3c7e33ae62601bb9b03b\",\"fc2d5f3d6784fc1d559054dd\",\"0559d18ab61de4a25b81555c\",\"fa1158d25b07e8cd88347423\",\"011c333243e194cda62dfa9c\",\"68c86b47eb5759174ac75547\",\"d816fdc15dbf29f34079b3b1\",\"f38b3d82f5b6469b2da6a1bf\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"The class is consistently described as having a heavy workload, with difficult and time-consuming projects and exams. Students are advised to start work early and spend significant time studying.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is average difficulty. Expect to spend time on the projects. The things tested for aren't covered explicitly, you have to use your brain and common sense to infer the answers, which isn't hard. His lectures go fast and can be hard to follow, but he's a friendly guy and jokes around.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2007-12-11 12:03:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"357d900b8eb1543de90c9f72\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"She's a good prof and very helpful and willing to spend time with you in office hours. But you are never sure what to expect on quizzes.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-05-13 18:07:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8b4767d614672a627f0f7b54\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMjcxNzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Pretty good professor. I liked his style a lot of explaining stuff and posting the notes to his website so you don't have to take notes. The weekly tests were a pain though because they were at the beginning of the class so any slight delay in getting to class could mean you get less time on the 10 min tests that influence the final grade heavily.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2021-02-25 00:00:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8e2996febe7b6551b5935900\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0Mzg4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"This class was a mess. No communication between professors, TAs, and students led to conflicting information and a flood of projects with delayed and buggy test cases. Kai's lectures were pointless; they watered down the textbook material too much and he assumed you knew OS terminology before it was taught. Exams were MC, but still super confusing.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-12-28 21:04:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"011c333243e194cda62dfa9c\",\"instructor_id\":\"rmp:2871343\",\"instructor_name\":\"Kai Mast\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM3MjU2NDEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2871343\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":7,\"review_ids\":[\"357d900b8eb1543de90c9f72\",\"b59b6601472feb508f503483\",\"8b4767d614672a627f0f7b54\",\"3aaf3c7e33ae62601bb9b03b\",\"8e2996febe7b6551b5935900\",\"011c333243e194cda62dfa9c\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2871343\",\"name\":\"Kai Mast\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary, with some students finding quizzes and exams fair but difficult, while others find them confusing or poorly prepared. Weekly tests and long exams are common pain points.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He is really good, he changes the way UW teaches OS class\",\"course_id\":\"COMPSCI 537\",\"date\":\"2003-02-18 19:48:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14fa629b199bbe5e8e28faa2\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTU4MzEyNA==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Bart comes across as kind of a tough guy and definitely likes things done his way.  He is rather dogmatic, but really knows his stuff.  Extremely helpful if you meet him outside of class and his lectures have a good amount of humor.  Do all the work assigned, come to lecure and you'll get a good grade.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2008-09-02 14:28:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"af2ac8bf580d49b6ff371aa8\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzkyNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"A very good prof.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-02-06 13:17:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7f2834c24ea78abfd809af75\",\"instructor_id\":\"rmp:1165692\",\"instructor_name\":\"Haryadi Gunawi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5ODAzNjA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1165692\"},{\"comment\":\"Fun teacher. She's very intelligent and confident. Quizzes are 50/50 if you're gonna do well or not, even if you study. Lecture is very important/useful, she's great at answering most questions, and she's very helpful. I learned a lot from her and would recommend her to anyone. She's not easy or hard, I'd say a good middle.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2012-03-29 03:10:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b59b6601472feb508f503483\",\"instructor_id\":\"rmp:1690563\",\"instructor_name\":\"Emily Jacobson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5OTY3MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1690563\"},{\"comment\":\"Andrea is a great professor. She really understands the material, and her textbook is extremely helpful (and free!). Programming projects are long and can be very difficult, but she often pushes back the deadlines. Exams are long, but fair. Lectures are well organized, but can be a bit quiet, especially in a large lecture hall.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2015-11-24 16:50:40 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3aaf3c7e33ae62601bb9b03b\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NDg0MDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Zev is a great lecturer. He really wants you to succeed and he cares about the material.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-04 21:50:46 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f50ae4833e5b1dfbf8a71d1e\",\"instructor_id\":\"rmp:2236462\",\"instructor_name\":\"Zev Weiss\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk1OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236462\"},{\"comment\":\"Andrea teaches an incredible amount of material, and while her lectures can be dry, they move quickly and you'll learn a ton. She's also extremely helpful and caring in office hours and by email, and realizes that the class is challenging and will curve for it.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2017-04-05 00:52:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"63aaac25ce8fecb1971c6e75\",\"instructor_id\":\"rmp:2071686\",\"instructor_name\":\"Andrea Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3OTk3MDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2071686\"},{\"comment\":\"Dr. Shivaram is one of the best professors I have ever had. He truly cares about his students and their success. If you put time and energy into the course, he will make sure that you do well. OS is a hard class, and your performance is truly on you. My advice is: 1) start programs early and 2) rewatch lectures every week to study.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2020-03-12 14:57:59 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fc2d5f3d6784fc1d559054dd\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyOTY4OTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"yuvraj cares so much about his students!\\ni have never had a professor who cared so much about the students and made time for them as much as he does. definitely recommend\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-04 15:47:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"098b290ac2cbb0a6746848cb\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDE2Mzk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Yuvraj might be the best professor I've had at the university. He uses Remzi's textbook which is really well-written. He is amazingly personable and cares for his students and will do anything to help. Also, he knows how to foster a good classroom community in Piazza. Would highly recommend taking OS with him.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-04-11 20:37:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3224af2fa5dcc294c5595db3\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MDU2OTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Best instructor I ever had, very friendly and always willing to help. Decent lecture.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2022-10-10 16:25:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cdb9032075d9e929337ddebe\",\"instructor_id\":\"rmp:2774930\",\"instructor_name\":\"Yuvraj Patel\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2Njg4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2774930\"},{\"comment\":\"Louis Oliphant is one of my favorite professors at UW and we are very lucky that he joined. \",\"course_id\":\"COMPSCI 537\",\"date\":\"2023-12-21 00:19:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f24312049d9d687ae20aa391\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzYxMzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"},{\"comment\":\"Swift clearly knows what he's talking about and is passionate about the topic. It's a lot of work but well worth the time. Definitely recommend!\",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-05-12 02:57:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"68c86b47eb5759174ac75547\",\"instructor_id\":\"rmp:1072363\",\"instructor_name\":\"Michael Swift\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjQ4NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\"},{\"comment\":\"the goat the goat the goat the goat \",\"course_id\":\"COMPSCI 537\",\"date\":\"2025-10-21 19:21:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ed8d2a857d33af083caa8e11\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxNzM5NjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"Good lecturer, funny guy who broke down concepts in easy to understand blocks. The projects took a ton of time and the exams were pretty difficult, but overall a very interesting class.\",\"course_id\":\"COMPSCI 537\",\"date\":\"2026-03-05 23:54:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d816fdc15dbf29f34079b3b1\",\"instructor_id\":\"rmp:2965334\",\"instructor_name\":\"Louis Oliphant\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyNjcxNzE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2965334\"}],\"evidence_count\":15,\"review_ids\":[\"14fa629b199bbe5e8e28faa2\",\"af2ac8bf580d49b6ff371aa8\",\"7f2834c24ea78abfd809af75\",\"b59b6601472feb508f503483\",\"3aaf3c7e33ae62601bb9b03b\",\"f50ae4833e5b1dfbf8a71d1e\",\"63aaac25ce8fecb1971c6e75\",\"fc2d5f3d6784fc1d559054dd\",\"098b290ac2cbb0a6746848cb\",\"3224af2fa5dcc294c5595db3\",\"cdb9032075d9e929337ddebe\",\"f24312049d9d687ae20aa391\",\"68c86b47eb5759174ac75547\",\"ed8d2a857d33af083caa8e11\",\"d816fdc15dbf29f34079b3b1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1072363\",\"name\":\"Michael Swift\"},{\"id\":\"rmp:1165692\",\"name\":\"Haryadi Gunawi\"},{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"},{\"id\":\"rmp:1690563\",\"name\":\"Emily Jacobson\"},{\"id\":\"rmp:2071686\",\"name\":\"Andrea Arpaci-Dusseau\"},{\"id\":\"rmp:2236462\",\"name\":\"Zev Weiss\"},{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"},{\"id\":\"rmp:2774930\",\"name\":\"Yuvraj Patel\"},{\"id\":\"rmp:2965334\",\"name\":\"Louis Oliphant\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2003\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, many students highly recommend the course and specific professors, citing the value of the material, the helpfulness of instructors in office hours, and the overall learning experience.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_79e5479d9eb1286e8642b399","course_id":"COMPSCI 537","catalog_version_id":"1b435ab95391942b64bc1ce1339629efb98e5fa253e6263ebf3af63d0767c3d6","record_version_id":"f5e434d15dabce2210b2e6fb0e8684efa9bd3aae6e4e621f1bc74796916d70e8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"09fa7ff2350c18dd7bd170c29e1afccff4790e149f94aaeaf84dbcc7973033e4","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"af063468c6a615b336c506f2aae84a6f4f83e3142f8b5e8aee825b14d78593ed\",\"course_id\":\"COMPSCI 537\",\"current_instructors\":[{\"instructor_uid\":\"instructor_07391ce1ed4eeb7510f7caab\",\"message\":\"No course-specific reviews available\",\"name\":\"James Sorenson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.35 GPA, 61.1% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2007-12-11 12:03:25 +0000 UTC\",\"review_id\":\"357d900b8eb1543de90c9f72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTEzNzk3NDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"},{\"instructor_name\":\"Michael Swift\",\"review_date\":\"2026-05-12 18:31:29 +0000 UTC\",\"review_id\":\"f38b3d82f5b6469b2da6a1bf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1072363\",\"source_review_id\":\"UmF0aW5nLTQzMTA2MDA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1072363\",\"type\":\"review\"}],\"text\":\"Historical reviews of Michael Swift: James Sorenson is the current instructor, but reviews for Michael Swift describe fast lectures that are hard to follow despite his friendly demeanor. Swift's teaching style requires students to infer answers not explicitly covered, and he is noted for running the class fairly.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.34 GPA, 66.2% A/AB (n=320 letter grades); Fall 2025: 3.33 GPA, 60.4% A/AB (n=333 letter grades); Spring 2026: 3.38 GPA, 70.0% A/AB (n=287 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ANDREA ARPACI-DUSSEAU is recorded teaching in Fall 2007, Fall 2015, Fall 2016, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"BARTON MILLER is recorded teaching in Spring 2008, Spring 2011, Fall 2012, Fall 2013, Fall 2018, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"EMILY JACOBSON is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"HARYADI GUNAWI is recorded teaching in Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JAMES SORENSON is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"KAI MAST is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LOUIS OLIPHANT is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 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537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MICHAEL SWIFT is recorded teaching in Fall 2007, Spring 2009, Fall 2009, Fall 2010, Fall 2011, Spring 2013, Fall 2017, Fall 2020, Spring 2022, Spring 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 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537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2008, Spring 2009, Fall 2009, Spring 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2013, Spring 2016, Spring 2018, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHIVARAM VENKATARAMAN is recorded teaching in Spring 2019, Spring 2020, Spring 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":10,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"YUVRAJ PATEL is recorded teaching in Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 537\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"source_record\":{\"entity_id\":\"e9a360bc-be2d-35d1-9684-a464bbbd0c15\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ZEV WEISS is recorded teaching in Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]