[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dc2a571f2da45ed6ae979bc620194c6e057abc5a8685a45b4a079c95f629a099","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing. Not open to students with credit forR M I 300or700.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forR M I 300or700.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"credit forR M I 300or700\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"R M I 300\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":700,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"700\",\"id\":\"n5\",\"kind\":\"course\"}],\"notes\":[\"The text 'credit forR M I 300or700' is parsed as 'credit for RMI 300 or RMI 700' based on linked_courses and standard exclusion syntax.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n2 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2, n3, n4, n5; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forR M I 300or700': use a not node under the root all (or root not), with the full exclusion as evidence, applying to every eligibility alternative.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dc2a571f2da45ed6ae979bc620194c6e057abc5a8685a45b4a079c95f629a099","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"digital risk management\",\"risk analytics technology\",\"risk mitigation strategies\",\"RMI 705 graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"identifying, assessing, preventing, mitigating, and transferring risk\"}],\"text\":\"Risk identification, assessment, prevention, mitigation, and transfer\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"Analyzing the impact of data digitization and technology on risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how conventional risk management approaches can adapt to meet these emerging business needs\"}],\"text\":\"Adapting conventional risk management approaches to emerging business needs\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"title\",\"quote\":\"RISK MANAGEMENT AND TECHNOLOGIES IN A DIGITAL AGE\"},{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"Develop insight into the principles of risk management, including institutions engaged in identifying, assessing, preventing, mitigating, and transferring risk. Specific focus is given to how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"RMI 705 teaches principles of risk management in the context of digital transformation, focusing on how data, technology, and analytics reshape risk landscapes and require adapted management approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"principles of risk management\"}],\"text\":\"Principles of risk management\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"digitization of data, technology, and analytics\"}],\"text\":\"Digitization, technology, and analytics in risk\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"new risk landscape\"}],\"text\":\"Emerging risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"conventional risk management approaches can adapt\"}],\"text\":\"Adaptation of risk management approaches\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dc2a571f2da45ed6ae979bc620194c6e057abc5a8685a45b4a079c95f629a099","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d1ae9c094cf04641a731a6b8f74102e17269a47a452d39fe9f5533c71ff99dde","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing. Not open to students with credit forR M I 300or700.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forR M I 300or700.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"credit forR M I 300or700\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"R M I 300\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":700,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"700\",\"id\":\"n5\",\"kind\":\"course\"}],\"notes\":[\"The text 'credit forR M I 300or700' is parsed as 'credit for RMI 300 or RMI 700' based on linked_courses and standard exclusion syntax.\"],\"root\":\"n0\",\"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_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d1ae9c094cf04641a731a6b8f74102e17269a47a452d39fe9f5533c71ff99dde","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"digital risk management\",\"risk analytics technology\",\"risk mitigation strategies\",\"RMI 705 graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"identifying, assessing, preventing, mitigating, and transferring risk\"}],\"text\":\"Risk identification, assessment, prevention, mitigation, and transfer\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"Analyzing the impact of data digitization and technology on risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how conventional risk management approaches can adapt to meet these emerging business needs\"}],\"text\":\"Adapting conventional risk management approaches to emerging business needs\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"title\",\"quote\":\"RISK MANAGEMENT AND TECHNOLOGIES IN A DIGITAL AGE\"},{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"Develop insight into the principles of risk management, including institutions engaged in identifying, assessing, preventing, mitigating, and transferring risk. Specific focus is given to how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"RMI 705 teaches principles of risk management in the context of digital transformation, focusing on how data, technology, and analytics reshape risk landscapes and require adapted management approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"principles of risk management\"}],\"text\":\"Principles of risk management\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"digitization of data, technology, and analytics\"}],\"text\":\"Digitization, technology, and analytics in risk\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"new risk landscape\"}],\"text\":\"Emerging risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"conventional risk management approaches can adapt\"}],\"text\":\"Adaptation of risk management approaches\"}]}","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_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d1ae9c094cf04641a731a6b8f74102e17269a47a452d39fe9f5533c71ff99dde","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"83e22399a5165b2a9ed71c9310fd0717ca8b4263f7da6fb0c4bd57c411969036","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing. Not open to students with credit forR M I 300or700.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forR M I 300or700.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"credit forR M I 300or700\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"R M I 300\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":700,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"700\",\"id\":\"n5\",\"kind\":\"course\"}],\"notes\":[\"The text 'credit forR M I 300or700' is parsed as 'credit for RMI 300 or RMI 700' based on linked_courses and standard exclusion syntax.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"83e22399a5165b2a9ed71c9310fd0717ca8b4263f7da6fb0c4bd57c411969036","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"digital risk management\",\"risk analytics technology\",\"risk mitigation strategies\",\"RMI 705 graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"identifying, assessing, preventing, mitigating, and transferring risk\"}],\"text\":\"Risk identification, assessment, prevention, mitigation, and transfer\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"Analyzing the impact of data digitization and technology on risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how conventional risk management approaches can adapt to meet these emerging business needs\"}],\"text\":\"Adapting conventional risk management approaches to emerging business needs\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"title\",\"quote\":\"RISK MANAGEMENT AND TECHNOLOGIES IN A DIGITAL AGE\"},{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"Develop insight into the principles of risk management, including institutions engaged in identifying, assessing, preventing, mitigating, and transferring risk. Specific focus is given to how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"RMI 705 teaches principles of risk management in the context of digital transformation, focusing on how data, technology, and analytics reshape risk landscapes and require adapted management approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"principles of risk management\"}],\"text\":\"Principles of risk management\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"digitization of data, technology, and analytics\"}],\"text\":\"Digitization, technology, and analytics in risk\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"new risk landscape\"}],\"text\":\"Emerging risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"conventional risk management approaches can adapt\"}],\"text\":\"Adaptation of risk management approaches\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"83e22399a5165b2a9ed71c9310fd0717ca8b4263f7da6fb0c4bd57c411969036","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1ee66f8e27b7a7142e48982eb282d216db69eb45039b7089802bcb95c71a6cd","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing. Not open to students with credit forR M I 300or700.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forR M I 300or700.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"credit forR M I 300or700\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"R M I 300\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":700,\"minimum_grade\":null,\"subjects\":[\"RMI\"],\"timing\":\"prior\"},\"evidence\":\"700\",\"id\":\"n5\",\"kind\":\"course\"}],\"notes\":[\"The text 'credit forR M I 300or700' is parsed as 'credit for RMI 300 or RMI 700' based on linked_courses and standard exclusion syntax.\"],\"root\":\"n0\",\"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_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1ee66f8e27b7a7142e48982eb282d216db69eb45039b7089802bcb95c71a6cd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"digital risk management\",\"risk analytics technology\",\"risk mitigation strategies\",\"RMI 705 graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"identifying, assessing, preventing, mitigating, and transferring risk\"}],\"text\":\"Risk identification, assessment, prevention, mitigation, and transfer\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"Analyzing the impact of data digitization and technology on risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"how conventional risk management approaches can adapt to meet these emerging business needs\"}],\"text\":\"Adapting conventional risk management approaches to emerging business needs\"}],\"summary\":{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"title\",\"quote\":\"RISK MANAGEMENT AND TECHNOLOGIES IN A DIGITAL AGE\"},{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"Develop insight into the principles of risk management, including institutions engaged in identifying, assessing, preventing, mitigating, and transferring risk. Specific focus is given to how the digitization of data, technology, and analytics are creating a new risk landscape\"}],\"text\":\"RMI 705 teaches principles of risk management in the context of digital transformation, focusing on how data, technology, and analytics reshape risk landscapes and require adapted management approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"principles of risk management\"}],\"text\":\"Principles of risk management\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"digitization of data, technology, and analytics\"}],\"text\":\"Digitization, technology, and analytics in risk\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"new risk landscape\"}],\"text\":\"Emerging risk landscapes\"},{\"evidence\":[{\"course_id\":\"RMI 705\",\"field\":\"description\",\"quote\":\"conventional risk management approaches can adapt\"}],\"text\":\"Adaptation of risk management approaches\"}]}","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_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1ee66f8e27b7a7142e48982eb282d216db69eb45039b7089802bcb95c71a6cd","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_db3a4d113e575ca6baa80cf8","course_id":"RMI 705","catalog_version_id":"62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db","record_version_id":"da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a1ee66f8e27b7a7142e48982eb282d216db69eb45039b7089802bcb95c71a6cd","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a2d4241fc7ff0ac3cb09613faeea57405e2f9062a4ba6a46ab934cd1fbc34565\",\"course_id\":\"RMI 705\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"RMI 705\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6aa8a218-e5cb-39a0-b599-26844bfa9f35\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"RMI 705\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6aa8a218-e5cb-39a0-b599-26844bfa9f35\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"RMI 705\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"6aa8a218-e5cb-39a0-b599-26844bfa9f35\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.79 GPA, 100.0% A/AB (n=14 letter grades); Spring 2024: 3.57 GPA, 76.2% A/AB (n=21 letter grades); Spring 2025: 3.69 GPA, 87.5% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]