{"event_date":"2026-09-01","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'impact_below_threshold' occurred 23 times on 2026-09-01","validation_count":1,"confidence":0.73,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'underlying_reaction_disagrees' occurred 6 times on 2026-09-01","validation_count":1,"confidence":0.56,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"reject_pattern","strategy":"fast_news","lesson":"Reject reason 'direction_no_trade' occurred 3 times on 2026-09-01","validation_count":1,"confidence":0.53,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"rule_candidate","strategy":"fast_news","lesson":"missed_due_to_scanner_gap: add category or source for: oil_supply_or_geopolitical_shock, general_catalyst, general_catalyst, general_catalyst","validation_count":1,"confidence":0.6,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AMD","lesson":"AMD had intraday confirmation window 10:09:00\u201310:10:00 (stored replay)","opportunity_window":{"from_et":"10:09:00","from_utc":"2026-09-01T14:09:00+00:00","close":457.25,"vwap":457.1292,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:10:00","until_utc":"2026-09-01T14:10:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","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":26,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AVGO","lesson":"AVGO had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-09-01T13:45:00+00:00","close":363.54,"vwap":363.4721,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-09-01T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","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":22,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"ARM","lesson":"ARM had intraday confirmation window 10:09:00\u201310:10:00 (stored replay)","opportunity_window":{"from_et":"10:09:00","from_utc":"2026-09-01T14:09:00+00:00","close":232.325,"vwap":231.9009,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:10:00","until_utc":"2026-09-01T14:10:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","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":28,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"JETS","lesson":"JETS had intraday confirmation window 09:45:00\u201309:47:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-09-01T13:45:00+00:00","close":28.22,"vwap":28.2155,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:47:00","until_utc":"2026-09-01T13:47:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"JETS","lesson":"JETS replay final monitor status: reject_vwap","final_monitor_status":"reject_vwap","transition_count":16,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"DAL","lesson":"DAL 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":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"INTC","lesson":"INTC had intraday confirmation window 09:45:00\u201309:47:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-09-01T13:45:00+00:00","close":86.6,"vwap":86.4262,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:47:00","until_utc":"2026-09-01T13:47:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","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":18,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"USO","lesson":"USO had intraday confirmation window 10:02:00\u201311:20:00 (stored replay)","opportunity_window":{"from_et":"10:02:00","from_utc":"2026-09-01T14:02:00+00:00","close":137.18,"vwap":137.3083,"vwap_source":"live_sample","relative_volume":2.2904,"confirmation_basis":"live_sample","until_et":"11:20:00","until_utc":"2026-09-01T15:20:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","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":19,"block_module":"sync_guard","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL had intraday confirmation window 09:44:00\u201309:53:00 (stored replay)","opportunity_window":{"from_et":"09:44:00","from_utc":"2026-09-01T13:44:00+00:00","close":319.15,"vwap":317.3184,"vwap_source":"live_sample","relative_volume":0.8754,"confirmation_basis":"live_sample","until_et":"09:53:00","until_utc":"2026-09-01T13:53:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"monitor_state_replay","strategy":"a_plus","ticker":"AAPL","lesson":"AAPL replay final monitor status: confirmed","final_monitor_status":"confirmed","transition_count":19,"block_module":"strategy_rules","validation_count":1,"confidence":0.7,"approved_for_ai":false}
{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MRVL","lesson":"MRVL had intraday confirmation window 10:09:00\u201310:10:00 (stored replay)","opportunity_window":{"from_et":"10:09:00","from_utc":"2026-09-01T14:09:00+00:00","close":203.835,"vwap":203.0417,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:10:00","until_utc":"2026-09-01T14:10:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"SMCI","lesson":"SMCI had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)","opportunity_window":{"from_et":"09:45:00","from_utc":"2026-09-01T13:45:00+00:00","close":36.1765,"vwap":36.1699,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"09:46:00","until_utc":"2026-09-01T13:46:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"XLE","lesson":"XLE had intraday confirmation window 09:37:00\u201309:38:00 (stored replay)","opportunity_window":{"from_et":"09:37:00","from_utc":"2026-09-01T13:37:00+00:00","close":64.55,"vwap":64.7244,"vwap_source":"live_sample","relative_volume":0.8917,"confirmation_basis":"live_sample","until_et":"09:38:00","until_utc":"2026-09-01T13:38:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"NVDA","lesson":"NVDA had intraday confirmation window 10:09:00\u201310:10:00 (stored replay)","opportunity_window":{"from_et":"10:09:00","from_utc":"2026-09-01T14:09:00+00:00","close":217.8,"vwap":216.5107,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:10:00","until_utc":"2026-09-01T14:10:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"MU","lesson":"MU had intraday confirmation window 10:09:00\u201310:10:00 (stored replay)","opportunity_window":{"from_et":"10:09:00","from_utc":"2026-09-01T14:09:00+00:00","close":940.42,"vwap":939.3221,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"10:10:00","until_utc":"2026-09-01T14:10:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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{"event_date":"2026-09-01","learning_type":"opportunity_window","strategy":"a_plus","ticker":"TSM","lesson":"TSM had intraday confirmation window 11:02:00\u201311:03:00 (stored replay)","opportunity_window":{"from_et":"11:02:00","from_utc":"2026-09-01T15:02:00+00:00","close":416.34,"vwap":415.4707,"vwap_source":"recomputed","relative_volume":null,"confirmation_basis":"vwap_only_no_live_rvol","until_et":"11:03:00","until_utc":"2026-09-01T15:03:00+00:00","ended_reason":"rules_no_longer_confirmed"},"block_module":"strategy_rules","validation_count":1,"confidence":0.75,"approved_for_ai":false}
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