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One student rated the difficulty at 5, noting that grades seemed based on personal satisfaction rather than objective performance.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2025-05-16 03:17:41 +0000 UTC\",\"review_id\":\"f37da50428b25203f666109e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQxMzAwNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"},{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2025-05-16 06:07:57 +0000 UTC\",\"review_id\":\"0d18cd576c327418adfdf00e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQxMzAyMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"},{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2026-05-09 22:42:38 +0000 UTC\",\"review_id\":\"2804b3a86363bff5b71d2c73\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQzMDgyMDM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"}],\"text\":\"Historical reviews of Sean Paul: Sean Paul is described as irresponsible and unorganized, with lectures that fail to cover core topics like Jacobi fields. Reviewers criticize his lack of clear grading criteria and his tendency to blame students for their struggles.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2025-05-16 03:17:41 +0000 UTC\",\"review_id\":\"f37da50428b25203f666109e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQxMzAwNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"},{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2025-05-16 06:07:57 +0000 UTC\",\"review_id\":\"0d18cd576c327418adfdf00e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQxMzAyMDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"},{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2026-05-09 22:42:38 +0000 UTC\",\"review_id\":\"2804b3a86363bff5b71d2c73\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQzMDgyMDM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"}],\"text\":\"Sean Paul's historical reviews describe a frustrating experience with unorganized lectures and unclear grading criteria. Students report that course content often diverged from expected topics, leading to significant dissatisfaction with the instruction quality.\"},{\"citations\":[{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=11 letter grades); Spring 2025: 3.62 GPA, 91.7% A/AB (n=12 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=19 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2025-05-16 03:17:41 +0000 UTC\",\"review_id\":\"f37da50428b25203f666109e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQxMzAwNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"},{\"instructor_name\":\"Sean Paul\",\"review_date\":\"2026-05-09 22:42:38 +0000 UTC\",\"review_id\":\"2804b3a86363bff5b71d2c73\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1029779\",\"source_review_id\":\"UmF0aW5nLTQzMDgyMDM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1029779\",\"type\":\"review\"}],\"text\":\"Historical reviews of Sean Paul: Students found lectures unhelpful, with content focusing on the instructor's specific interests rather than core course material. Reviewers also noted a lack of support, with the instructor attributing student struggles entirely to their own faults.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH 765\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"source_record\":{\"entity_id\":\"c274f84b-f3a0-36f9-8807-99941883d687\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"SEAN PAUL is recorded teaching in Spring 2008, Spring 2010, Spring 2012, Spring 2016, Spring 2018, Spring 2019, Fall 2022, Spring 2025. 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}]