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Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Her lectures are long and boring. You could spend 10 mins looking looking through her online slides to get a sense of what she will talk about in 75 mins lecture. Normally half class show up on lectures and the materials are not very interesting. Readings are poorly formatted and hard to read.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-05-08 10:57:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"079228acefdbe9f1a78d89f9\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NTAzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"If you want to learn something at wisc, NEVER TAKE CS 570 unless you want to try get some good GPA (4 cr, approx. 50% historical A rate). Extreme unclear instruction, especially for asignment instruction. Give ambigious answer even for quantitative question. No code to write in class, but learn "models"; feels wasted a lot tuition...\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-21 17:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"933af21286fa17f01b35a885\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Today is another deadline of a large project where most of the class still doesn't have a single clue on the requirements. This has happened for every assignment so far, it seems. Hes a good guy and made changes to the syllabus, but... It is just not enough to make up for the overall confusion I've been subjected to lol\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-22 02:36:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5cfdd1b9c7e0e56ec5d584da\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"This class taught by Tracy is just poorly structured and taught. The lecture is extremely boring because she just read through the slides in class and the slides are conceptual text. Writing in the assignment is formatted like verbose essays. Terrible experience, not taking again for sure\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-05-05 20:15:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"edcf689aa933ff72b5460802\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjEwNDQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"079228acefdbe9f1a78d89f9\",\"933af21286fa17f01b35a885\",\"5cfdd1b9c7e0e56ec5d584da\",\"edcf689aa933ff72b5460802\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are frequently described as boring, unengaging, and merely reading from slides. Instructors often fail to provide clear instructions for assignments, leading to confusion.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"This is the second class I have taken with Tracy. I took Software Engineering, and HCI. It's a complete nightmare for anyone that needs even basic organization. She radiates chaotic energy. If her subject was difficult no one would be left in this class; sometimes I get so frustrated at the pure anarchy of her class structures I want to scream.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-04-25 23:33:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2d63c342ed0719f92b7d5586\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMTI5MDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Absolutely the worst. Class is extremely unorganized, and professor is arrogant and rude to students. If you're really interested in HCI, I'd recommend you to take it with another prof.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-12 06:50:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"721e6baec523d77d230a4ba4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NDgxMDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Possibly the worse class I have taken at UW-Madison. The content of HCI should be interesting and engaging, yet Professor Thebault-Spieker has some of the most boring, vague, and unhelpful lectures. There is an obvious lack of organizational and communication competency with this class. Do NOT take this class, it is a waste of your time.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-15 22:12:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b92bee064601e90c11c13ad7\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"NEVER TAKE IT!!! He knows NOTHING about HCI!!! Extremely confusing project requirements!!! An easy A course though.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-30 19:26:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"45cac34f2e40ee3293a9fd7a\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1Njc3OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"9a407c41438f6e83732e85d0\",\"2d63c342ed0719f92b7d5586\",\"721e6baec523d77d230a4ba4\",\"b92bee064601e90c11c13ad7\",\"45cac34f2e40ee3293a9fd7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"The course is often criticized for being chaotic and poorly structured, with vague project requirements and inconsistent communication from instructors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"people are torching jacob because this is a 500 level cs class and it is insanely easy. this is a great blow off class that requires ~20hrs of work all year. No exams, attendence is optional, class is basically 2x per week and pretty much always ends early. Yes you will learn nothing but this course is so easy\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-04 17:28:55 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"405b5385edba6d86f0575703\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MjQwMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest CS class in existence. No coding, just projects. Projects do take a few hours so get started early. You don't have to come to class but be sure to check for 1 question feedback quizzes he does during class time. Jacob isn't a bad lecturer, I think it's that HCI is just a really boring topic. I recommend this for a GPA booster.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-15 21:24:13 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4cdb70415b1945105021fb3f\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2MzQ0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest 500 lvl CS class. Attendance changed half-mandatory since he sometimes requires us to enter the code to do attendance reflection. You will know ab your capabilites more when you consider enroll in this course so don't blame about this instructor since its design to be easy. If you feel smart go do 537/545/525 for the require and prove it.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2023-09-21 05:05:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f2f67b69979a8f58046f5b8\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Long, boring, drawn out lectures that teach absolutely nothing useful. Group work is pretty easy, but the actual requirements for each project are presented in a very vague way that will leave you scrambling on Sunday night to produce something you missed.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-04-01 18:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1fa291b760fe8f36a237aeb4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Among all the important things we have, he thinks a 8-10 hr weekly assignments is \\\"reasonable\\\". He deliberately wants us to be creepy among other students who go to library and does not bother to ask permission from required authorities for a project. If this is the kind of research that HCI scientists do then I pity the entire field.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-13 11:22:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f0dd2ae4668362e323b88768\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"405b5385edba6d86f0575703\",\"4cdb70415b1945105021fb3f\",\"0f2f67b69979a8f58046f5b8\",\"1fa291b760fe8f36a237aeb4\",\"f0dd2ae4668362e323b88768\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some students find the workload light and the class an easy GPA booster, while others find the projects tedious and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Irene reads straight off her PowerPoint slides so lectures are pointless. Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"The professor just read the slides for the whole semester. It's long and boring and so are the projects and assignments. Nothing technical was learnt. It is completely a writing class. Plus, for the whole semester, we thought that 89 was the line for A. The professor told us that a grade over 95 is an A a week before the final.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 02:37:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b024fec856ce287fcba18ed5\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIxMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Her classes are hypnotizing. Not mention that there are tons of work for this 4 credits class and it will definitely get on your nerves when you are in a bad team. I chose this Prof since I heard this is an easy A but it turned out to be an above 95% A, she told us this grading scale in the last few weeks before final! Terrible, should avoid!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 10:22:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"54e509b84af409875adabc90\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIyNzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"95 for an A was announced at the END OF SEMESTER!!! Teammates for projects were randomly assigned. Some of them just didn't do any work and that affected my overall grade a lot. Tracy was unaccessible via e-mail. She never showed up on the Friday lectures and let TAs do her work -- reading the slides.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 14:09:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"234a18dcc3effbe28d293f89\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTI1MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"9a407c41438f6e83732e85d0\",\"b024fec856ce287fcba18ed5\",\"54e509b84af409875adabc90\",\"234a18dcc3effbe28d293f89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Grading is often described as subjective, with unclear rubrics and sudden changes to grading standards, such as raising the threshold for an A at the end of the semester.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"I loved this class with Prof. Lewis-Williams! She really knows her stuff. This is a projects-based class, so get ready to work in groups! I really enjoyed the projects and it gave us a lot of opportunity to be creative with our interface designs. Some of the psychology material was dry, but otherwise it was super interesting and you learn a lot!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-09-29 20:29:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1bcac2dbe5b417e6a83d1d13\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDAzMzEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"There's a lot of work required to do well in this class, but if you put in the appropriate time for the group assignments/projects you will do well.  If you want a class with lots of hands-on work applying HCI concepts, this is the class for you.  Professor Lewis-Williams was informative, helpful and passionate about the material.  Would recommend!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-10-25 17:58:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf688b2427e8199a725bd3f7\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3MDc3NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"She means well, and knows what she's talking about, but lectures were typically her reading off of the prepared slides, which is disappointing at this level. Group projects typically required many questions from students to finally "flesh out" the requirements. An OK class overall, and not an easy A by any means.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-10 14:50:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ae11970fc8da4b98ed71367\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDU4MDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Be prepared for the difficult assignments coming up. It takes a long time to finish each of them, and there is NO CODING involved in this course. I really want to design and actually build a whole UI from scratch, but it is so disappointing in the end. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2025-03-12 00:25:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ed0a99f73ac319b3c6dd328\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQwNzYwMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"He is a fine lecturer. He always sounds like hes giving a ted talk.  Class is all group projects.  Most weeks they are fairly simple and take little time but every so often there will be a week that takes alot longer.  Lectures are extreamly boring and basicly everything he talks about can be easily googled when doing assingments. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-12 22:12:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e14500865416cb36c3057586\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwMjU5NjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"1bcac2dbe5b417e6a83d1d13\",\"bf688b2427e8199a725bd3f7\",\"9ae11970fc8da4b98ed71367\",\"1ed0a99f73ac319b3c6dd328\",\"e14500865416cb36c3057586\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is heavily project-based with no coding. 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Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Her lectures are long and boring. You could spend 10 mins looking looking through her online slides to get a sense of what she will talk about in 75 mins lecture. Normally half class show up on lectures and the materials are not very interesting. Readings are poorly formatted and hard to read.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-05-08 10:57:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"079228acefdbe9f1a78d89f9\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NTAzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"If you want to learn something at wisc, NEVER TAKE CS 570 unless you want to try get some good GPA (4 cr, approx. 50% historical A rate). Extreme unclear instruction, especially for asignment instruction. Give ambigious answer even for quantitative question. No code to write in class, but learn "models"; feels wasted a lot tuition...\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-21 17:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"933af21286fa17f01b35a885\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Today is another deadline of a large project where most of the class still doesn't have a single clue on the requirements. This has happened for every assignment so far, it seems. Hes a good guy and made changes to the syllabus, but... It is just not enough to make up for the overall confusion I've been subjected to lol\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-22 02:36:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5cfdd1b9c7e0e56ec5d584da\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"This class taught by Tracy is just poorly structured and taught. The lecture is extremely boring because she just read through the slides in class and the slides are conceptual text. Writing in the assignment is formatted like verbose essays. Terrible experience, not taking again for sure\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-05-05 20:15:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"edcf689aa933ff72b5460802\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjEwNDQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"079228acefdbe9f1a78d89f9\",\"933af21286fa17f01b35a885\",\"5cfdd1b9c7e0e56ec5d584da\",\"edcf689aa933ff72b5460802\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are frequently described as boring, unengaging, and merely reading from slides. Instructors often fail to provide clear instructions for assignments, leading to confusion.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"This is the second class I have taken with Tracy. I took Software Engineering, and HCI. It's a complete nightmare for anyone that needs even basic organization. She radiates chaotic energy. If her subject was difficult no one would be left in this class; sometimes I get so frustrated at the pure anarchy of her class structures I want to scream.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-04-25 23:33:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2d63c342ed0719f92b7d5586\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMTI5MDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Absolutely the worst. Class is extremely unorganized, and professor is arrogant and rude to students. If you're really interested in HCI, I'd recommend you to take it with another prof.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-12 06:50:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"721e6baec523d77d230a4ba4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NDgxMDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Possibly the worse class I have taken at UW-Madison. The content of HCI should be interesting and engaging, yet Professor Thebault-Spieker has some of the most boring, vague, and unhelpful lectures. There is an obvious lack of organizational and communication competency with this class. Do NOT take this class, it is a waste of your time.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-15 22:12:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b92bee064601e90c11c13ad7\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"NEVER TAKE IT!!! He knows NOTHING about HCI!!! Extremely confusing project requirements!!! An easy A course though.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-30 19:26:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"45cac34f2e40ee3293a9fd7a\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1Njc3OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"9a407c41438f6e83732e85d0\",\"2d63c342ed0719f92b7d5586\",\"721e6baec523d77d230a4ba4\",\"b92bee064601e90c11c13ad7\",\"45cac34f2e40ee3293a9fd7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"The course is often criticized for being chaotic and poorly structured, with vague project requirements and inconsistent communication from instructors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"people are torching jacob because this is a 500 level cs class and it is insanely easy. this is a great blow off class that requires ~20hrs of work all year. No exams, attendence is optional, class is basically 2x per week and pretty much always ends early. Yes you will learn nothing but this course is so easy\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-04 17:28:55 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"405b5385edba6d86f0575703\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MjQwMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest CS class in existence. No coding, just projects. Projects do take a few hours so get started early. You don't have to come to class but be sure to check for 1 question feedback quizzes he does during class time. Jacob isn't a bad lecturer, I think it's that HCI is just a really boring topic. I recommend this for a GPA booster.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-15 21:24:13 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4cdb70415b1945105021fb3f\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2MzQ0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest 500 lvl CS class. Attendance changed half-mandatory since he sometimes requires us to enter the code to do attendance reflection. You will know ab your capabilites more when you consider enroll in this course so don't blame about this instructor since its design to be easy. If you feel smart go do 537/545/525 for the require and prove it.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2023-09-21 05:05:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f2f67b69979a8f58046f5b8\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Long, boring, drawn out lectures that teach absolutely nothing useful. Group work is pretty easy, but the actual requirements for each project are presented in a very vague way that will leave you scrambling on Sunday night to produce something you missed.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-04-01 18:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1fa291b760fe8f36a237aeb4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Among all the important things we have, he thinks a 8-10 hr weekly assignments is \\\"reasonable\\\". He deliberately wants us to be creepy among other students who go to library and does not bother to ask permission from required authorities for a project. If this is the kind of research that HCI scientists do then I pity the entire field.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-13 11:22:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f0dd2ae4668362e323b88768\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"405b5385edba6d86f0575703\",\"4cdb70415b1945105021fb3f\",\"0f2f67b69979a8f58046f5b8\",\"1fa291b760fe8f36a237aeb4\",\"f0dd2ae4668362e323b88768\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some students find the workload light and the class an easy GPA booster, while others find the projects tedious and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Irene reads straight off her PowerPoint slides so lectures are pointless. Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"The professor just read the slides for the whole semester. It's long and boring and so are the projects and assignments. Nothing technical was learnt. It is completely a writing class. Plus, for the whole semester, we thought that 89 was the line for A. The professor told us that a grade over 95 is an A a week before the final.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 02:37:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b024fec856ce287fcba18ed5\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIxMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Her classes are hypnotizing. Not mention that there are tons of work for this 4 credits class and it will definitely get on your nerves when you are in a bad team. I chose this Prof since I heard this is an easy A but it turned out to be an above 95% A, she told us this grading scale in the last few weeks before final! Terrible, should avoid!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 10:22:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"54e509b84af409875adabc90\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIyNzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"95 for an A was announced at the END OF SEMESTER!!! Teammates for projects were randomly assigned. Some of them just didn't do any work and that affected my overall grade a lot. Tracy was unaccessible via e-mail. She never showed up on the Friday lectures and let TAs do her work -- reading the slides.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 14:09:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"234a18dcc3effbe28d293f89\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTI1MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"9a407c41438f6e83732e85d0\",\"b024fec856ce287fcba18ed5\",\"54e509b84af409875adabc90\",\"234a18dcc3effbe28d293f89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Grading is often described as subjective, with unclear rubrics and sudden changes to grading standards, such as raising the threshold for an A at the end of the semester.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"I loved this class with Prof. Lewis-Williams! She really knows her stuff. This is a projects-based class, so get ready to work in groups! I really enjoyed the projects and it gave us a lot of opportunity to be creative with our interface designs. Some of the psychology material was dry, but otherwise it was super interesting and you learn a lot!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-09-29 20:29:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1bcac2dbe5b417e6a83d1d13\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDAzMzEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"There's a lot of work required to do well in this class, but if you put in the appropriate time for the group assignments/projects you will do well.  If you want a class with lots of hands-on work applying HCI concepts, this is the class for you.  Professor Lewis-Williams was informative, helpful and passionate about the material.  Would recommend!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-10-25 17:58:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf688b2427e8199a725bd3f7\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3MDc3NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"She means well, and knows what she's talking about, but lectures were typically her reading off of the prepared slides, which is disappointing at this level. Group projects typically required many questions from students to finally "flesh out" the requirements. An OK class overall, and not an easy A by any means.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-10 14:50:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ae11970fc8da4b98ed71367\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDU4MDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Be prepared for the difficult assignments coming up. It takes a long time to finish each of them, and there is NO CODING involved in this course. I really want to design and actually build a whole UI from scratch, but it is so disappointing in the end. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2025-03-12 00:25:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ed0a99f73ac319b3c6dd328\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQwNzYwMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"He is a fine lecturer. He always sounds like hes giving a ted talk.  Class is all group projects.  Most weeks they are fairly simple and take little time but every so often there will be a week that takes alot longer.  Lectures are extreamly boring and basicly everything he talks about can be easily googled when doing assingments. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-12 22:12:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e14500865416cb36c3057586\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwMjU5NjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"1bcac2dbe5b417e6a83d1d13\",\"bf688b2427e8199a725bd3f7\",\"9ae11970fc8da4b98ed71367\",\"1ed0a99f73ac319b3c6dd328\",\"e14500865416cb36c3057586\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is heavily project-based with no coding. Some students enjoy the creative freedom, while others find the lack of technical content disappointing and the group work frustrating due to random team assignments.\"}]}","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_8e330bc7deed0164dc8f9e2b","course_id":"COMPSCI 570","catalog_version_id":"5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943","record_version_id":"e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2bd364625dee400fd91135f5710573ae6c4834dc3507bf644773958eda8b0fbb","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"b6d7fad01670856c14fbd72b09b857254319f347d497a59999be2b1dc03308a7\",\"course_id\":\"COMPSCI 570\",\"current_instructors\":[{\"instructor_uid\":\"instructor_69958c07a786a7fcb4b1c429\",\"message\":\"Summary generation failed\",\"name\":\"Jacob Thebault-Spieker\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2658929\",\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_69958c07a786a7fcb4b1c429\",\"mode\":\"professor\"},{\"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 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"IRENE RAE is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JACOB THEBAULT-SPIEKER is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"TRACY LEWIS-WILLIAMS is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2020. 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Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Her lectures are long and boring. You could spend 10 mins looking looking through her online slides to get a sense of what she will talk about in 75 mins lecture. Normally half class show up on lectures and the materials are not very interesting. Readings are poorly formatted and hard to read.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-05-08 10:57:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"079228acefdbe9f1a78d89f9\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NTAzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"If you want to learn something at wisc, NEVER TAKE CS 570 unless you want to try get some good GPA (4 cr, approx. 50% historical A rate). Extreme unclear instruction, especially for asignment instruction. Give ambigious answer even for quantitative question. No code to write in class, but learn "models"; feels wasted a lot tuition...\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-21 17:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"933af21286fa17f01b35a885\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Today is another deadline of a large project where most of the class still doesn't have a single clue on the requirements. This has happened for every assignment so far, it seems. Hes a good guy and made changes to the syllabus, but... It is just not enough to make up for the overall confusion I've been subjected to lol\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-22 02:36:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5cfdd1b9c7e0e56ec5d584da\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"This class taught by Tracy is just poorly structured and taught. The lecture is extremely boring because she just read through the slides in class and the slides are conceptual text. Writing in the assignment is formatted like verbose essays. Terrible experience, not taking again for sure\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-05-05 20:15:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"edcf689aa933ff72b5460802\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjEwNDQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"079228acefdbe9f1a78d89f9\",\"933af21286fa17f01b35a885\",\"5cfdd1b9c7e0e56ec5d584da\",\"edcf689aa933ff72b5460802\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are frequently described as boring, unengaging, and merely reading from slides. Instructors often fail to provide clear instructions for assignments, leading to confusion.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"This is the second class I have taken with Tracy. I took Software Engineering, and HCI. It's a complete nightmare for anyone that needs even basic organization. She radiates chaotic energy. If her subject was difficult no one would be left in this class; sometimes I get so frustrated at the pure anarchy of her class structures I want to scream.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-04-25 23:33:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2d63c342ed0719f92b7d5586\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMTI5MDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Absolutely the worst. Class is extremely unorganized, and professor is arrogant and rude to students. If you're really interested in HCI, I'd recommend you to take it with another prof.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-12 06:50:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"721e6baec523d77d230a4ba4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NDgxMDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Possibly the worse class I have taken at UW-Madison. The content of HCI should be interesting and engaging, yet Professor Thebault-Spieker has some of the most boring, vague, and unhelpful lectures. There is an obvious lack of organizational and communication competency with this class. Do NOT take this class, it is a waste of your time.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-15 22:12:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b92bee064601e90c11c13ad7\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"NEVER TAKE IT!!! He knows NOTHING about HCI!!! Extremely confusing project requirements!!! An easy A course though.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-30 19:26:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"45cac34f2e40ee3293a9fd7a\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1Njc3OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"9a407c41438f6e83732e85d0\",\"2d63c342ed0719f92b7d5586\",\"721e6baec523d77d230a4ba4\",\"b92bee064601e90c11c13ad7\",\"45cac34f2e40ee3293a9fd7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"The course is often criticized for being chaotic and poorly structured, with vague project requirements and inconsistent communication from instructors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"people are torching jacob because this is a 500 level cs class and it is insanely easy. this is a great blow off class that requires ~20hrs of work all year. No exams, attendence is optional, class is basically 2x per week and pretty much always ends early. Yes you will learn nothing but this course is so easy\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-04 17:28:55 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"405b5385edba6d86f0575703\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MjQwMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest CS class in existence. No coding, just projects. Projects do take a few hours so get started early. You don't have to come to class but be sure to check for 1 question feedback quizzes he does during class time. Jacob isn't a bad lecturer, I think it's that HCI is just a really boring topic. I recommend this for a GPA booster.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-15 21:24:13 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4cdb70415b1945105021fb3f\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2MzQ0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest 500 lvl CS class. Attendance changed half-mandatory since he sometimes requires us to enter the code to do attendance reflection. You will know ab your capabilites more when you consider enroll in this course so don't blame about this instructor since its design to be easy. If you feel smart go do 537/545/525 for the require and prove it.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2023-09-21 05:05:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f2f67b69979a8f58046f5b8\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Long, boring, drawn out lectures that teach absolutely nothing useful. Group work is pretty easy, but the actual requirements for each project are presented in a very vague way that will leave you scrambling on Sunday night to produce something you missed.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-04-01 18:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1fa291b760fe8f36a237aeb4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Among all the important things we have, he thinks a 8-10 hr weekly assignments is \\\"reasonable\\\". He deliberately wants us to be creepy among other students who go to library and does not bother to ask permission from required authorities for a project. If this is the kind of research that HCI scientists do then I pity the entire field.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-13 11:22:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f0dd2ae4668362e323b88768\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"405b5385edba6d86f0575703\",\"4cdb70415b1945105021fb3f\",\"0f2f67b69979a8f58046f5b8\",\"1fa291b760fe8f36a237aeb4\",\"f0dd2ae4668362e323b88768\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some students find the workload light and the class an easy GPA booster, while others find the projects tedious and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Irene reads straight off her PowerPoint slides so lectures are pointless. Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"The professor just read the slides for the whole semester. It's long and boring and so are the projects and assignments. Nothing technical was learnt. It is completely a writing class. Plus, for the whole semester, we thought that 89 was the line for A. The professor told us that a grade over 95 is an A a week before the final.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 02:37:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b024fec856ce287fcba18ed5\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIxMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Her classes are hypnotizing. Not mention that there are tons of work for this 4 credits class and it will definitely get on your nerves when you are in a bad team. I chose this Prof since I heard this is an easy A but it turned out to be an above 95% A, she told us this grading scale in the last few weeks before final! Terrible, should avoid!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 10:22:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"54e509b84af409875adabc90\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIyNzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"95 for an A was announced at the END OF SEMESTER!!! Teammates for projects were randomly assigned. Some of them just didn't do any work and that affected my overall grade a lot. Tracy was unaccessible via e-mail. She never showed up on the Friday lectures and let TAs do her work -- reading the slides.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 14:09:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"234a18dcc3effbe28d293f89\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTI1MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"9a407c41438f6e83732e85d0\",\"b024fec856ce287fcba18ed5\",\"54e509b84af409875adabc90\",\"234a18dcc3effbe28d293f89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Grading is often described as subjective, with unclear rubrics and sudden changes to grading standards, such as raising the threshold for an A at the end of the semester.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"I loved this class with Prof. Lewis-Williams! She really knows her stuff. This is a projects-based class, so get ready to work in groups! I really enjoyed the projects and it gave us a lot of opportunity to be creative with our interface designs. Some of the psychology material was dry, but otherwise it was super interesting and you learn a lot!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-09-29 20:29:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1bcac2dbe5b417e6a83d1d13\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDAzMzEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"There's a lot of work required to do well in this class, but if you put in the appropriate time for the group assignments/projects you will do well.  If you want a class with lots of hands-on work applying HCI concepts, this is the class for you.  Professor Lewis-Williams was informative, helpful and passionate about the material.  Would recommend!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-10-25 17:58:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf688b2427e8199a725bd3f7\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3MDc3NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"She means well, and knows what she's talking about, but lectures were typically her reading off of the prepared slides, which is disappointing at this level. Group projects typically required many questions from students to finally "flesh out" the requirements. An OK class overall, and not an easy A by any means.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-10 14:50:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ae11970fc8da4b98ed71367\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDU4MDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Be prepared for the difficult assignments coming up. It takes a long time to finish each of them, and there is NO CODING involved in this course. I really want to design and actually build a whole UI from scratch, but it is so disappointing in the end. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2025-03-12 00:25:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ed0a99f73ac319b3c6dd328\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQwNzYwMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"He is a fine lecturer. He always sounds like hes giving a ted talk.  Class is all group projects.  Most weeks they are fairly simple and take little time but every so often there will be a week that takes alot longer.  Lectures are extreamly boring and basicly everything he talks about can be easily googled when doing assingments. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-12 22:12:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e14500865416cb36c3057586\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwMjU5NjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"1bcac2dbe5b417e6a83d1d13\",\"bf688b2427e8199a725bd3f7\",\"9ae11970fc8da4b98ed71367\",\"1ed0a99f73ac319b3c6dd328\",\"e14500865416cb36c3057586\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is heavily project-based with no coding. Some students enjoy the creative freedom, while others find the lack of technical content disappointing and the group work frustrating due to random team assignments.\"}]}","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_8e330bc7deed0164dc8f9e2b","course_id":"COMPSCI 570","catalog_version_id":"5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943","record_version_id":"e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"627622624f8aae04b13e5bbe953de87f2d233a1d2be29c1faf6f0e66138fa8ed","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b6d7fad01670856c14fbd72b09b857254319f347d497a59999be2b1dc03308a7\",\"course_id\":\"COMPSCI 570\",\"current_instructors\":[{\"instructor_uid\":\"instructor_69958c07a786a7fcb4b1c429\",\"message\":null,\"name\":\"Jacob Thebault-Spieker\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2658929\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Jacob Thebault-Spieker receives criticism for unclear assignment instructions and vague lectures that lack coding practice. Reviewers report confusion regarding project requirements and describe the instruction as unhelpful or disorganized.\"},{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Other students praise Thebault-Spieker for his passion and clear lectures that align with assignments. They describe the course as easy and recommend it for students seeking a manageable workload.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades). 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Some reviewers describe the class as very easy with minimal coding, while others cite 8-10 hour weekly assignments and confusion over project requirements.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Irene Rae\",\"review_date\":\"2014-05-08 13:11:28 +0000 UTC\",\"review_id\":\"c52c0e845ffe3faf81bee432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1899333\",\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\",\"type\":\"review\"},{\"instructor_name\":\"Irene Rae\",\"review_date\":\"2014-05-24 17:00:43 +0000 UTC\",\"review_id\":\"9a407c41438f6e83732e85d0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1899333\",\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2016-05-08 10:57:05 +0000 UTC\",\"review_id\":\"079228acefdbe9f1a78d89f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTI2NTAzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2016-09-29 20:29:48 +0000 UTC\",\"review_id\":\"1bcac2dbe5b417e6a83d1d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTI3MDAzMzEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2016-10-25 17:58:10 +0000 UTC\",\"review_id\":\"bf688b2427e8199a725bd3f7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTI3MDc3NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-10 14:50:14 +0000 UTC\",\"review_id\":\"9ae11970fc8da4b98ed71367\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMDU4MDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-16 02:37:39 +0000 UTC\",\"review_id\":\"b024fec856ce287fcba18ed5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMTIxMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-16 10:22:27 +0000 UTC\",\"review_id\":\"54e509b84af409875adabc90\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMTIyNzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-16 14:09:18 +0000 UTC\",\"review_id\":\"234a18dcc3effbe28d293f89\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMTI1MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-09-11 20:47:17 +0000 UTC\",\"review_id\":\"ba16fe239053c4b0e7308d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwNDk1MzQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"}],\"text\":\"Historical reviews for Irene Rae and Tracy Lewis-Williams describe a projects-based course with heavy group work and subjective grading. While some students found the HCI projects creative and the instructors knowledgeable, others reported chaotic organization, boring slide-reading lectures, and inaccessible professors. Disagreements exist regarding difficulty and grading fairness, with some finding it easy and others citing poor structure and unhelpful TAs.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Jacob Thebault-Spieker receives sharply divided reviews. Some students find the course easy and well-structured, while others report vague requirements, boring lectures, and excessive workload.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences with lecture quality and clarity. Some find lectures boring and unhelpful, while others appreciate the passion and direct correlation to assignments.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"IRENE RAE is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JACOB THEBAULT-SPIEKER is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"TRACY LEWIS-WILLIAMS is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2020. 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_8e330bc7deed0164dc8f9e2b","course_id":"COMPSCI 570","catalog_version_id":"5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943","record_version_id":"e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cc77f2e11737dcd3323fee4727e72625cb6dd712f81d9d6f455fea0d6871f80","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"Junior standing or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","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_8e330bc7deed0164dc8f9e2b","course_id":"COMPSCI 570","catalog_version_id":"5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943","record_version_id":"e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cc77f2e11737dcd3323fee4727e72625cb6dd712f81d9d6f455fea0d6871f80","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"human-computer interaction design\",\"usability evaluation methods\",\"interface prototyping\",\"user-centered design principles\",\"HCI group projects\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"principles of and methods for understanding user needs\"}],\"text\":\"Understanding user needs\"},{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"designing and prototyping interface solutions\"}],\"text\":\"Interface design and prototyping\"},{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"evaluating their usability\"}],\"text\":\"Usability evaluation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO HUMAN-COMPUTER INTERACTION\"},{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"User-centered software design: (1) principles of and methods for understanding user needs; designing and prototyping interface solutions; and evaluating their usability, (2) their applications in designing multiple types of interfaces through group projects.\"}],\"text\":\"Introduction to human-computer interaction focusing on user-centered design, prototyping, and usability evaluation through group projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"principles of and methods for understanding user needs\"}],\"text\":\"User needs analysis\"},{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"designing and prototyping interface solutions\"}],\"text\":\"Interface prototyping\"},{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"evaluating their usability\"}],\"text\":\"Usability evaluation\"},{\"evidence\":[{\"course_id\":\"COMPSCI 570\",\"field\":\"description\",\"quote\":\"applications in designing multiple types of interfaces\"}],\"text\":\"Interface design applications\"}]}","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_8e330bc7deed0164dc8f9e2b","course_id":"COMPSCI 570","catalog_version_id":"5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943","record_version_id":"e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cc77f2e11737dcd3323fee4727e72625cb6dd712f81d9d6f455fea0d6871f80","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Irene reads straight off her PowerPoint slides so lectures are pointless. Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Her lectures are long and boring. You could spend 10 mins looking looking through her online slides to get a sense of what she will talk about in 75 mins lecture. Normally half class show up on lectures and the materials are not very interesting. Readings are poorly formatted and hard to read.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-05-08 10:57:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"079228acefdbe9f1a78d89f9\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NTAzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"If you want to learn something at wisc, NEVER TAKE CS 570 unless you want to try get some good GPA (4 cr, approx. 50% historical A rate). Extreme unclear instruction, especially for asignment instruction. Give ambigious answer even for quantitative question. No code to write in class, but learn "models"; feels wasted a lot tuition...\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-21 17:50:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"933af21286fa17f01b35a885\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Today is another deadline of a large project where most of the class still doesn't have a single clue on the requirements. This has happened for every assignment so far, it seems. Hes a good guy and made changes to the syllabus, but... It is just not enough to make up for the overall confusion I've been subjected to lol\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-11-22 02:36:21 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5cfdd1b9c7e0e56ec5d584da\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"This class taught by Tracy is just poorly structured and taught. The lecture is extremely boring because she just read through the slides in class and the slides are conceptual text. Writing in the assignment is formatted like verbose essays. Terrible experience, not taking again for sure\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-05-05 20:15:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"edcf689aa933ff72b5460802\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjEwNDQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"079228acefdbe9f1a78d89f9\",\"933af21286fa17f01b35a885\",\"5cfdd1b9c7e0e56ec5d584da\",\"edcf689aa933ff72b5460802\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are frequently described as boring, unengaging, and merely reading from slides. Instructors often fail to provide clear instructions for assignments, leading to confusion.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"This is the second class I have taken with Tracy. I took Software Engineering, and HCI. It's a complete nightmare for anyone that needs even basic organization. She radiates chaotic energy. If her subject was difficult no one would be left in this class; sometimes I get so frustrated at the pure anarchy of her class structures I want to scream.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2020-04-25 23:33:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2d63c342ed0719f92b7d5586\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMTI5MDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Absolutely the worst. Class is extremely unorganized, and professor is arrogant and rude to students. If you're really interested in HCI, I'd recommend you to take it with another prof.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-12 06:50:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"721e6baec523d77d230a4ba4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NDgxMDg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Possibly the worse class I have taken at UW-Madison. The content of HCI should be interesting and engaging, yet Professor Thebault-Spieker has some of the most boring, vague, and unhelpful lectures. There is an obvious lack of organizational and communication competency with this class. Do NOT take this class, it is a waste of your time.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-15 22:12:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b92bee064601e90c11c13ad7\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"NEVER TAKE IT!!! He knows NOTHING about HCI!!! Extremely confusing project requirements!!! An easy A course though.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2021-12-30 19:26:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"45cac34f2e40ee3293a9fd7a\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1Njc3OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"9a407c41438f6e83732e85d0\",\"2d63c342ed0719f92b7d5586\",\"721e6baec523d77d230a4ba4\",\"b92bee064601e90c11c13ad7\",\"45cac34f2e40ee3293a9fd7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"The course is often criticized for being chaotic and poorly structured, with vague project requirements and inconsistent communication from instructors.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"people are torching jacob because this is a 500 level cs class and it is insanely easy. this is a great blow off class that requires ~20hrs of work all year. No exams, attendence is optional, class is basically 2x per week and pretty much always ends early. Yes you will learn nothing but this course is so easy\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-04 17:28:55 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"405b5385edba6d86f0575703\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MjQwMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest CS class in existence. No coding, just projects. Projects do take a few hours so get started early. You don't have to come to class but be sure to check for 1 question feedback quizzes he does during class time. Jacob isn't a bad lecturer, I think it's that HCI is just a really boring topic. I recommend this for a GPA booster.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-05-15 21:24:13 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"4cdb70415b1945105021fb3f\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2MzQ0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Easiest 500 lvl CS class. Attendance changed half-mandatory since he sometimes requires us to enter the code to do attendance reflection. You will know ab your capabilites more when you consider enroll in this course so don't blame about this instructor since its design to be easy. If you feel smart go do 537/545/525 for the require and prove it.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2023-09-21 05:05:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0f2f67b69979a8f58046f5b8\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Long, boring, drawn out lectures that teach absolutely nothing useful. Group work is pretty easy, but the actual requirements for each project are presented in a very vague way that will leave you scrambling on Sunday night to produce something you missed.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2022-04-01 18:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"1fa291b760fe8f36a237aeb4\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"Among all the important things we have, he thinks a 8-10 hr weekly assignments is \\\"reasonable\\\". He deliberately wants us to be creepy among other students who go to library and does not bother to ask permission from required authorities for a project. If this is the kind of research that HCI scientists do then I pity the entire field.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-13 11:22:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f0dd2ae4668362e323b88768\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"405b5385edba6d86f0575703\",\"4cdb70415b1945105021fb3f\",\"0f2f67b69979a8f58046f5b8\",\"1fa291b760fe8f36a237aeb4\",\"f0dd2ae4668362e323b88768\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some students find the workload light and the class an easy GPA booster, while others find the projects tedious and time-consuming.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Irene reads straight off her PowerPoint slides so lectures are pointless. Sometimes there are group activities which are pretty useless. Grading is a huge mess. There is a rubric but the grading is just based off your classmates performance. The readings are excessive and not helpful. The majority of the class is working with an assigned group.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-08 13:11:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c52c0e845ffe3faf81bee432\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"Incredibly subjective grading, useless lectures, forced participation, group projects that force you to rely on complete strangers for a shared grade, excessive and boring readings, and contrived material. There is no required coding, instead you are treated to an endless wave of busy work and powerpoint presentations. This should not be a CS class\",\"course_id\":\"COMPSCI 570\",\"date\":\"2014-05-24 17:00:43 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a407c41438f6e83732e85d0\",\"instructor_id\":\"rmp:1899333\",\"instructor_name\":\"Irene Rae\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\"},{\"comment\":\"The professor just read the slides for the whole semester. It's long and boring and so are the projects and assignments. Nothing technical was learnt. It is completely a writing class. Plus, for the whole semester, we thought that 89 was the line for A. The professor told us that a grade over 95 is an A a week before the final.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 02:37:39 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b024fec856ce287fcba18ed5\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIxMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Her classes are hypnotizing. Not mention that there are tons of work for this 4 credits class and it will definitely get on your nerves when you are in a bad team. I chose this Prof since I heard this is an easy A but it turned out to be an above 95% A, she told us this grading scale in the last few weeks before final! Terrible, should avoid!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 10:22:27 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"54e509b84af409875adabc90\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTIyNzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"95 for an A was announced at the END OF SEMESTER!!! Teammates for projects were randomly assigned. Some of them just didn't do any work and that affected my overall grade a lot. Tracy was unaccessible via e-mail. She never showed up on the Friday lectures and let TAs do her work -- reading the slides.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-16 14:09:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"234a18dcc3effbe28d293f89\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwMTI1MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"}],\"evidence_count\":5,\"review_ids\":[\"c52c0e845ffe3faf81bee432\",\"9a407c41438f6e83732e85d0\",\"b024fec856ce287fcba18ed5\",\"54e509b84af409875adabc90\",\"234a18dcc3effbe28d293f89\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1899333\",\"name\":\"Irene Rae\"},{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"summary\":\"Grading is often described as subjective, with unclear rubrics and sudden changes to grading standards, such as raising the threshold for an A at the end of the semester.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"I loved this class with Prof. Lewis-Williams! She really knows her stuff. This is a projects-based class, so get ready to work in groups! I really enjoyed the projects and it gave us a lot of opportunity to be creative with our interface designs. Some of the psychology material was dry, but otherwise it was super interesting and you learn a lot!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-09-29 20:29:48 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1bcac2dbe5b417e6a83d1d13\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDAzMzEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"There's a lot of work required to do well in this class, but if you put in the appropriate time for the group assignments/projects you will do well.  If you want a class with lots of hands-on work applying HCI concepts, this is the class for you.  Professor Lewis-Williams was informative, helpful and passionate about the material.  Would recommend!\",\"course_id\":\"COMPSCI 570\",\"date\":\"2016-10-25 17:58:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf688b2427e8199a725bd3f7\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3MDc3NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"She means well, and knows what she's talking about, but lectures were typically her reading off of the prepared slides, which is disappointing at this level. Group projects typically required many questions from students to finally "flesh out" the requirements. An OK class overall, and not an easy A by any means.\",\"course_id\":\"COMPSCI 570\",\"date\":\"2018-05-10 14:50:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ae11970fc8da4b98ed71367\",\"instructor_id\":\"rmp:2126212\",\"instructor_name\":\"Tracy Lewis-Williams\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDU4MDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\"},{\"comment\":\"Be prepared for the difficult assignments coming up. It takes a long time to finish each of them, and there is NO CODING involved in this course. I really want to design and actually build a whole UI from scratch, but it is so disappointing in the end. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2025-03-12 00:25:42 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1ed0a99f73ac319b3c6dd328\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQwNzYwMTYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"},{\"comment\":\"He is a fine lecturer. He always sounds like hes giving a ted talk.  Class is all group projects.  Most weeks they are fairly simple and take little time but every so often there will be a week that takes alot longer.  Lectures are extreamly boring and basicly everything he talks about can be easily googled when doing assingments. \",\"course_id\":\"COMPSCI 570\",\"date\":\"2024-12-12 22:12:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e14500865416cb36c3057586\",\"instructor_id\":\"rmp:2658929\",\"instructor_name\":\"Jacob Thebault-Spieker\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwMjU5NjQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\"}],\"evidence_count\":5,\"review_ids\":[\"1bcac2dbe5b417e6a83d1d13\",\"bf688b2427e8199a725bd3f7\",\"9ae11970fc8da4b98ed71367\",\"1ed0a99f73ac319b3c6dd328\",\"e14500865416cb36c3057586\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2126212\",\"name\":\"Tracy Lewis-Williams\"},{\"id\":\"rmp:2658929\",\"name\":\"Jacob Thebault-Spieker\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is heavily project-based with no coding. Some students enjoy the creative freedom, while others find the lack of technical content disappointing and the group work frustrating due to random team assignments.\"}]}","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_8e330bc7deed0164dc8f9e2b","course_id":"COMPSCI 570","catalog_version_id":"5e9452d8eaf708f0a33274c0ebc32c0a6fd6a5fd143004732b1daabbde50f943","record_version_id":"e656f63f938498064d66e22dcd4af7cdffc17b55ee424e06daf266ae416575a8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cc77f2e11737dcd3323fee4727e72625cb6dd712f81d9d6f455fea0d6871f80","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b6d7fad01670856c14fbd72b09b857254319f347d497a59999be2b1dc03308a7\",\"course_id\":\"COMPSCI 570\",\"current_instructors\":[{\"instructor_uid\":\"instructor_69958c07a786a7fcb4b1c429\",\"message\":null,\"name\":\"Jacob Thebault-Spieker\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2658929\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Jacob Thebault-Spieker receives criticism for unclear assignment instructions and vague lectures that lack coding practice. Reviewers report confusion regarding project requirements and describe the instruction as unhelpful or disorganized.\"},{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Other students praise Thebault-Spieker for his passion and clear lectures that align with assignments. They describe the course as easy and recommend it for students seeking a manageable workload.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Workload perceptions vary significantly. Some reviewers describe the class as very easy with minimal coding, while others cite 8-10 hour weekly assignments and confusion over project requirements.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Irene Rae\",\"review_date\":\"2014-05-08 13:11:28 +0000 UTC\",\"review_id\":\"c52c0e845ffe3faf81bee432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1899333\",\"source_review_id\":\"UmF0aW5nLTIzMTk3OTc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\",\"type\":\"review\"},{\"instructor_name\":\"Irene Rae\",\"review_date\":\"2014-05-24 17:00:43 +0000 UTC\",\"review_id\":\"9a407c41438f6e83732e85d0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1899333\",\"source_review_id\":\"UmF0aW5nLTIzMzA5MDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1899333\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2016-05-08 10:57:05 +0000 UTC\",\"review_id\":\"079228acefdbe9f1a78d89f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTI2NTAzMjcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2016-09-29 20:29:48 +0000 UTC\",\"review_id\":\"1bcac2dbe5b417e6a83d1d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTI3MDAzMzEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2016-10-25 17:58:10 +0000 UTC\",\"review_id\":\"bf688b2427e8199a725bd3f7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTI3MDc3NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-10 14:50:14 +0000 UTC\",\"review_id\":\"9ae11970fc8da4b98ed71367\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMDU4MDY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-16 02:37:39 +0000 UTC\",\"review_id\":\"b024fec856ce287fcba18ed5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMTIxMTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-16 10:22:27 +0000 UTC\",\"review_id\":\"54e509b84af409875adabc90\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMTIyNzA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-05-16 14:09:18 +0000 UTC\",\"review_id\":\"234a18dcc3effbe28d293f89\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwMTI1MTI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"},{\"instructor_name\":\"Tracy Lewis-Williams\",\"review_date\":\"2018-09-11 20:47:17 +0000 UTC\",\"review_id\":\"ba16fe239053c4b0e7308d13\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2126212\",\"source_review_id\":\"UmF0aW5nLTMwNDk1MzQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2126212\",\"type\":\"review\"}],\"text\":\"Jacob Thebault-Spieker is the current instructor, but no reviews are available for his teaching. Historical reviews for Irene Rae and Tracy Lewis-Williams describe inconsistent experiences, with some praising the project-based HCI focus while others criticize disorganized lectures and subjective grading.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Jacob Thebault-Spieker receives sharply divided reviews. Some students find the course easy and well-structured, while others report vague requirements, boring lectures, and excessive workload.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 96.4% A/AB (n=247 letter grades); Fall 2025: 3.95 GPA, 98.3% A/AB (n=238 letter grades); Spring 2026: 3.90 GPA, 95.9% A/AB (n=217 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-21 17:50:30 +0000 UTC\",\"review_id\":\"933af21286fa17f01b35a885\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgxOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-11-22 02:36:21 +0000 UTC\",\"review_id\":\"5cfdd1b9c7e0e56ec5d584da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1MjgzNzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2021-12-15 22:12:09 +0000 UTC\",\"review_id\":\"b92bee064601e90c11c13ad7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM1NTQ0NjA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-04-01 18:38:49 +0000 UTC\",\"review_id\":\"1fa291b760fe8f36a237aeb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MDA4MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2022-05-06 01:16:35 +0000 UTC\",\"review_id\":\"65d90ca8c463f7b9af24510b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM2MjU5NzA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-03-31 02:46:48 +0000 UTC\",\"review_id\":\"1276021fd84d50703f7c90ca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3NTYzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2023-09-21 05:05:33 +0000 UTC\",\"review_id\":\"0f2f67b69979a8f58046f5b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTM3Njg3ODAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2024-12-13 11:22:16 +0000 UTC\",\"review_id\":\"f0dd2ae4668362e323b88768\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQwMjczMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-07-07 17:32:55 +0000 UTC\",\"review_id\":\"b8a66a32c02f9c10b05edebb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQxNDg2MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"},{\"instructor_name\":\"Jacob Thebault-Spieker\",\"review_date\":\"2025-12-12 02:58:10 +0000 UTC\",\"review_id\":\"caf5a2beb9328f51af674b39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2658929\",\"source_review_id\":\"UmF0aW5nLTQyMTk3MjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2658929\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences with lecture quality and clarity. Some find lectures boring and unhelpful, while others appreciate the passion and direct correlation to assignments.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"IRENE RAE is recorded teaching in Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JACOB THEBAULT-SPIEKER is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 570\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"source_record\":{\"entity_id\":\"af9d93a2-e492-320d-af8d-9037cdbac6e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"TRACY LEWIS-WILLIAMS is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2020. 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}]