{
    "date": "2026-08-04",
    "promote_to_ai_learning": true,
    "reason": "Multiple validated patterns detected \u2014 review before promoting to AI rules.",
    "candidate_rules": [
        {
            "lesson": "Reject reason 'impact_below_threshold' occurred 22 times on 2026-08-04",
            "learning_type": "reject_pattern",
            "confidence": 0.72
        },
        {
            "lesson": "Reject reason 'impact_below_threshold|unrouted_backfill_no_enter' occurred 8 times on 2026-08-04",
            "learning_type": "reject_pattern",
            "confidence": 0.58
        },
        {
            "lesson": "Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-08-04",
            "learning_type": "reject_pattern",
            "confidence": 0.54
        },
        {
            "lesson": "Reject reason 'duplicate_headline|unrouted_backfill_no_enter' occurred 3 times on 2026-08-04",
            "learning_type": "reject_pattern",
            "confidence": 0.53
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: general_catalyst, single_stock_corporate_catalyst_gt_8_percent_first_move, general_catalyst, general_catalyst, general_catalyst",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 'Goldman Sachs Creates $1 Billion Reinsurance Pool With Talcott' - Bloomberg",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 HP, Asus, Acer Quietly Embrace Limited CXMT Chips Amid Tight DRAM Supply, as The",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 McDonald's Says It Expects 2026 Capital Expenditures Between $3.7B And $3.9B, Fr",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 McDonald's Q2 Global Comparable Sales Increased 1.3%; US Comparable Sales Were U",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 McDonald's Q2 Adj. EPS $3.38 Beats $3.32 Estimate, Sales $7.099B Miss $7.128B Es",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Dow Closes at Record High, Nasdaq Surges 2%, but Fear & Greed Index Signals Inve",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 'US has used 'virtually all' of its long-range precision missiles during Iran wa",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Snap's $2,195 Glasses Will See 'Mass Market Adoption' By End of Decade, Says CEO",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Chuck Schumer Says Iran War a 'Gift' to Trump's 'Big Oil' Friends Who Bankrolled",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Spotify Earnings Prediction Market Preview: What Will Its New Co-CEOs Say?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Congressman Who Spent Millions on Magnificent Seven Stocks Just Bought Another T",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Spider-Man Swings Into the Record Books: How Sony\u2019s Bet on One Comic Book Charac",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Hyperscaler Capex Tops $1.2 Trillion: These Nine Stocks Are Cashing In, BofA Say",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 SpaceX Could Swing $204 Billion After Earnings",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Why Is Applied Digital Stock Surging Monday?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 5 Financials Stocks Whale Activity In Today\u2019s Session",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 6 Health Care Stocks Whale Activity In Today\u2019s Session",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 10 Information Technology Stocks With Whale Alerts In Today\u2019s Session",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Chevron Expands Base Oils Network With New Partnerships",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 McDonald\u2019s Q2 Preview: World Cup, New $3 Menu, Higher Gas Prices \u2013 Which Theme W",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Yen Intervention And Falling Oil Help Stocks, But Selling In Korea Throws A Monk",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Jamie Dimon's $750 Billion Housing Bet Puts Homebuilder ETFs Back in Focus",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Dr. Copper Is Flashing An Economic Boom: Industrial Stocks Just Confirmed It",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 What Is Going On With Nebius Stock On Monday?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 These Analysts Increase Their Forecasts On Chevron Following Upbeat Q2 Earnings",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 CoreWeave Stock Jumps as AI Data-Center Demand Skyrockets Ahead of Q2 Earnings",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Trump Warns Oil Executives: 'Get Your Retail Prices Down, NOW!'",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 'White House to Host AI Companies on Tuesday to Review AI Framework' - The Infor",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Bernstein Maintains Market Perform on Chevron, Raises Price Target to $209",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 HF Sinclair's Lubricants & Specialties Segments Inks Commercial Agreements With ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Wells Fargo Maintains Overweight on Johnson & Johnson, Raises Price Target to $2",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Barclays Maintains Equal-Weight on Chevron, Raises Price Target to $216",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Chevron Expands Base Oil Distribution Across North America, Adds HF Sinclair, Re",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 5 Stocks In The Spotlight From Wall Street's Most Accurate Analysts Last Month",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Steve Hanke Says AI Won't Replace Workers Because It's 'Incredibly Costly:' 'Bus",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Wall Street Questioned the AI Boom, Earnings Are Delivering: Here Are the ETFs Y",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Intel Stock Up Nearly 8%: AI Growth Narrative Trumps Foundry Capex Concerns",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Arm Jumps More Than 11%: Data Center Royalty Growth Drives Post-Selloff Semicond",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: NKE \u2014 Nike\u2019s 'Win Now' Plan May Be a Long Game, JPMorgan Warns",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: MU \u2014 EXCLUSIVE: Top 12 Most-Searched Tickers in July on Benzinga Pro \u2013 SpaceX, Tesla,",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: MRVL \u2014 Marvell Stock Surges 10%: Next-Gen AI Storage Unveiled Ahead of Q2 Earnings",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: AMZN \u2014 47% Earnings Growth? Not Really; Bezos Sells Amazon Stock; Strong Earnings From ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "AAPL had intraday confirmation window 09:41:00\u201309:42:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AAPL replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "NVDA had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "NVDA replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "XOM replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "MRVL had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "MRVL replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "JETS had intraday confirmation window 09:38:00\u201309:40:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "JETS replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "USO had intraday confirmation window 09:41:00\u201309:42:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "USO replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AVGO had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AVGO replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "INTC had intraday confirmation window 09:41:00\u201309:42:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "INTC replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "ARM had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "ARM replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "XLE had intraday confirmation window 09:34:00\u201309:37:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "XLE replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SMCI had intraday confirmation window 09:51:00\u201309:52:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "SMCI replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "TSM had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "TSM replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AMD had intraday confirmation window 09:39:00\u201309:40:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AMD replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "MU had intraday confirmation window 09:46:00\u201309:47:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "MU replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "DAL had intraday confirmation window 11:38:00\u201311:40:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "DAL replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        }
    ],
    "top_lessons": [
        "Reject reason 'impact_below_threshold' occurred 22 times on 2026-08-04",
        "Reject reason 'impact_below_threshold|unrouted_backfill_no_enter' occurred 8 times on 2026-08-04",
        "Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-08-04",
        "Reject reason 'duplicate_headline|unrouted_backfill_no_enter' occurred 3 times on 2026-08-04",
        "missed_due_to_scanner_gap: add category or source for: general_catalyst, single_stock_corporate_catalyst_gt_8_percent_first_move, general_catalyst, general_catalyst, general_catalyst"
    ]
}