{"event_date":"2026-08-03","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 25 times on 2026-08-03","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-08-03","validation_count":1,"confidence":0.54,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, tariff_or_export_restriction, general_catalyst, general_catalyst","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"scanner_gap_error","strategy":"fast_news","ticker":"MSFT","lesson":"Scanner gap: MSFT \u2014 Live On CNBC, Inside The (JOET) Rebalance; Removed Microsoft, Removed Meta Platf","scanner_gap_error":true,"block_module":"scanner_gap","validation_count":1,"confidence":0.85,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 09:55:00\u201310:31:00 (stored replay)","opportunity_window":{"from_et":"09:55:00","from_utc":"2026-08-03T13:55:00+00:00","close":464.9,"vwap":460.8918,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:31:00","until_utc":"2026-08-03T14:31:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AMD","lesson":"AMD replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":60,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 09:55:00\u201309:57:00 (stored replay)","opportunity_window":{"from_et":"09:55:00","from_utc":"2026-08-03T13:55:00+00:00","close":307.825,"vwap":307.6713,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:57:00","until_utc":"2026-08-03T13:57:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":51,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"CVX","lesson":"CVX had intraday confirmation window 10:03:00\u201310:05:00 (stored replay)","opportunity_window":{"from_et":"10:03:00","from_utc":"2026-08-03T14:03:00+00:00","close":194.86,"vwap":194.4404,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:05:00","until_utc":"2026-08-03T14:05:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"CVX","lesson":"CVX replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":66,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NOW","lesson":"NOW had intraday confirmation window 09:40:00\u201309:41:00 (stored replay)","opportunity_window":{"from_et":"09:40:00","from_utc":"2026-08-03T13:40:00+00:00","close":118.575,"vwap":116.3711,"vwap_source":"live_sample","relative_volume":1.4652,"confirmation_basis":"live_sample","until_et":"09:41:00","until_utc":"2026-08-03T13:41:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NOW","lesson":"NOW replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":13,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":198.82,"vwap":198.7271,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":70,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":87.185,"vwap":86.8189,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"INTC","lesson":"INTC replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":59,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"ARM","lesson":"ARM had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":228.09,"vwap":224.6894,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"ARM","lesson":"ARM replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":78,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"USO","lesson":"USO had intraday confirmation window 09:40:00\u201309:41:00 (stored replay)","opportunity_window":{"from_et":"09:40:00","from_utc":"2026-08-03T13:40:00+00:00","close":119.68,"vwap":120.1674,"vwap_source":"live_sample","relative_volume":1.0195,"confirmation_basis":"live_sample","until_et":"09:41:00","until_utc":"2026-08-03T13:41:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"USO","lesson":"USO replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":8,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"IBM","lesson":"IBM had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":226.82,"vwap":226.5006,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"IBM","lesson":"IBM replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":17,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 09:59:00\u201310:01:00 (stored replay)","opportunity_window":{"from_et":"09:59:00","from_utc":"2026-08-03T13:59:00+00:00","close":379.996,"vwap":378.7681,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:01:00","until_utc":"2026-08-03T14:01:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":29,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":180.56,"vwap":180.4462,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":51,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI had intraday confirmation window 09:51:00\u201309:52:00 (stored replay)","opportunity_window":{"from_et":"09:51:00","from_utc":"2026-08-03T13:51:00+00:00","close":28.06,"vwap":27.8844,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:52:00","until_utc":"2026-08-03T13:52:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":15,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"JETS","lesson":"JETS had intraday confirmation window 09:40:00\u201309:41:00 (stored replay)","opportunity_window":{"from_et":"09:40:00","from_utc":"2026-08-03T13:40:00+00:00","close":32.6,"vwap":32.4714,"vwap_source":"live_sample","relative_volume":1.3889,"confirmation_basis":"live_sample","until_et":"09:41:00","until_utc":"2026-08-03T13:41:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"JETS","lesson":"JETS replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":72,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":786.06,"vwap":781.0398,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"MU","lesson":"MU replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":68,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"DAL","lesson":"DAL had intraday confirmation window 09:37:00\u201309:38:00 (stored replay)","opportunity_window":{"from_et":"09:37:00","from_utc":"2026-08-03T13:37:00+00:00","close":90.85,"vwap":90.379,"vwap_source":"live_sample","relative_volume":0.8682,"confirmation_basis":"live_sample","until_et":"09:38:00","until_utc":"2026-08-03T13:38:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"DAL","lesson":"DAL replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":66,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XLE","lesson":"XLE had intraday confirmation window 09:36:00\u201309:37:00 (stored replay)","opportunity_window":{"from_et":"09:36:00","from_utc":"2026-08-03T13:36:00+00:00","close":58.455,"vwap":58.6737,"vwap_source":"live_sample","relative_volume":0.8611,"confirmation_basis":"live_sample","until_et":"09:37:00","until_utc":"2026-08-03T13:37:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XLE","lesson":"XLE replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":14,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"TSM","lesson":"TSM had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":401.135,"vwap":400.4993,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"TSM","lesson":"TSM replay final monitor status: pending_vwap_confirmation","final_monitor_status":"pending_vwap_confirmation","transition_count":62,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XOM","lesson":"XOM had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-08-03T13:45:00+00:00","close":153.66,"vwap":153.6836,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-08-03T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-08-03","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"XOM","lesson":"XOM replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":27,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}