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One reviewer found his lectures unorganized and lacking notes, while another found them exciting and helpful for concentration. 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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_963da18c52ee0091bf4904b6","course_id":"MATH 761","catalog_version_id":"bda12a7e64aa76920c7f5efbafbdf157397d42dfdae6f131be9268217ac11b11","record_version_id":"bb55c1789766904cad2e441f00a58d4458916645985364ef8936396b46108eab","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"690e24b8ae034da2981478d5588f7630666ae4f10c4a26893b2d8dacae4e80c8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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However, I change my thought after taking his class. Even though he's very enthusiastic, his lecture is the most unorganized lecture I've ever seen, and there is no lecture note. But his exams are pretty easy. Literally learn nothing from him.\",\"course_id\":\"MATH 761\",\"date\":\"2019-05-19 16:46:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b17079d4dc72880eaf68225\",\"instructor_id\":\"rmp:1029779\",\"instructor_name\":\"Sean Paul\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxOTEyMTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\"},{\"comment\":\"He speaks a little faster for me in class, but it is precisely because of this that I concentrate. However, his homework is difficult to write. I usually need to think for a long time and write it step by step, but not many times. 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However, his homework is difficult to write. I usually need to think for a long time and write it step by step, but not many times. I personally think his lectures are very exciting!\",\"course_id\":\"MATH 761\",\"date\":\"2022-05-17 01:03:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2fe315ab7499d90f7b56ba04\",\"instructor_id\":\"rmp:1029779\",\"instructor_name\":\"Sean Paul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzU0NDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\"},{\"comment\":\"Difficult lectures and homework, and harsh grading make your life very hard, but he is one of the most responsible professors I've ever seen. Those harsh gradings diagnose your problems and help you correct your imperfect intuition. 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However, I change my thought after taking his class. Even though he's very enthusiastic, his lecture is the most unorganized lecture I've ever seen, and there is no lecture note. But his exams are pretty easy. Literally learn nothing from him.\",\"course_id\":\"MATH 761\",\"date\":\"2019-05-19 16:46:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b17079d4dc72880eaf68225\",\"instructor_id\":\"rmp:1029779\",\"instructor_name\":\"Sean Paul\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxOTEyMTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\"},{\"comment\":\"Difficult lectures and homework, and harsh grading make your life very hard, but he is one of the most responsible professors I've ever seen. Those harsh gradings diagnose your problems and help you correct your imperfect intuition. Be prepared, you will learn a lot.\",\"course_id\":\"MATH 761\",\"date\":\"2025-01-22 04:48:29 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ee6188d2d70886b50267914d\",\"instructor_id\":\"rmp:2634041\",\"instructor_name\":\"Alex Waldron\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNTg1MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2634041\"}],\"evidence_count\":2,\"review_ids\":[\"5b17079d4dc72880eaf68225\",\"ee6188d2d70886b50267914d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1029779\",\"name\":\"Sean Paul\"},{\"id\":\"rmp:2634041\",\"name\":\"Alex Waldron\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are described as easy by one student, while others note harsh grading that helps diagnose problems but makes life hard.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He's notorious for his bad teaching in Math 234, but I thought he would do a better job at a higher level. However, I change my thought after taking his class. Even though he's very enthusiastic, his lecture is the most unorganized lecture I've ever seen, and there is no lecture note. But his exams are pretty easy. Literally learn nothing from him.\",\"course_id\":\"MATH 761\",\"date\":\"2019-05-19 16:46:10 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5b17079d4dc72880eaf68225\",\"instructor_id\":\"rmp:1029779\",\"instructor_name\":\"Sean Paul\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxOTEyMTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\"},{\"comment\":\"He speaks a little faster for me in class, but it is precisely because of this that I concentrate. However, his homework is difficult to write. I usually need to think for a long time and write it step by step, but not many times. I personally think his lectures are very exciting!\",\"course_id\":\"MATH 761\",\"date\":\"2022-05-17 01:03:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2fe315ab7499d90f7b56ba04\",\"instructor_id\":\"rmp:1029779\",\"instructor_name\":\"Sean Paul\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzU0NDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\"},{\"comment\":\"Difficult lectures and homework, and harsh grading make your life very hard, but he is one of the most responsible professors I've ever seen. Those harsh gradings diagnose your problems and help you correct your imperfect intuition. 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One reviewer found his lectures unorganized and lacking notes, while another found them exciting and helpful for concentration. Review 2 notes his homework is difficult, while Review 1 finds exams easy.\"},{\"citations\":[{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2013: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Spring 2019: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Spring 2022: 3.85 GPA, 92.3% A/AB (n=13 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2022-05-17 01:03:49 +0000 UTC\",\"review_id\":\"2fe315ab7499d90f7b56ba04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTM2MzU0NDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"}],\"text\":\"Homework assignments are difficult and require significant time to solve step-by-step.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Alex Waldron\",\"review_date\":\"2025-01-22 04:48:29 +0000 UTC\",\"review_id\":\"ee6188d2d70886b50267914d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2634041\",\"source_review_id\":\"UmF0aW5nLTQwNTg1MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2634041\",\"type\":\"review\"},{\"instructor_name\":\"Alex Waldron\",\"review_date\":\"2026-05-09 19:48:12 +0000 UTC\",\"review_id\":\"16faf8d6b9d8847208ca8c57\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2634041\",\"source_review_id\":\"UmF0aW5nLTQzMDgwOTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2634041\",\"type\":\"review\"}],\"text\":\"Sean Paul is the current instructor for MATH 761. No reviews are available for his teaching, so this summary relies on historical data from Alex Waldron. Waldron was described as responsible and helpful for correcting intuition, though also difficult to get along with.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2019-05-19 16:46:10 +0000 UTC\",\"review_id\":\"5b17079d4dc72880eaf68225\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTMxOTEyMTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"},{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2022-05-17 01:03:49 +0000 UTC\",\"review_id\":\"2fe315ab7499d90f7b56ba04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTM2MzU0NDE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"}],\"text\":\"Sean Paul's teaching style elicits polarized reactions, with students describing his lectures as either unorganized and unhelpful or exciting and engaging.\"},{\"citations\":[{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.96 GPA, 100.0% A/AB (n=24 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=14 letter grades); Fall 2025: 3.69 GPA, 79.3% A/AB (n=29 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2019-05-19 16:46:10 +0000 UTC\",\"review_id\":\"5b17079d4dc72880eaf68225\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTMxOTEyMTYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"}],\"text\":\"Students may find the lack of lecture notes and disorganized structure frustrating, leading to a perception that they learn little from the instruction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"ALEX WALDRON is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 761\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"source_record\":{\"entity_id\":\"6d432080-6e95-3265-aa51-8d56b5546e5b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"SEAN PAUL is recorded teaching in Fall 2013, Spring 2019, Spring 2022. 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}]