{
    "date": "2026-07-16",
    "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 428 times on 2026-07-16",
            "learning_type": "reject_pattern",
            "confidence": 0.95
        },
        {
            "lesson": "Reject reason 'duplicate_headline' occurred 10 times on 2026-07-16",
            "learning_type": "reject_pattern",
            "confidence": 0.6
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, FDA approval_or_rejection",
            "learning_type": "rule_candidate",
            "confidence": 0.6
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            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Equal-Weight on Domino's Pizza, Lowers Price Target to $32",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: MSTR \u2014 Trump's Address to the Nation: Prediction Markets Say China, Stolen Election Cla",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: BUY \u2014 Stifel Maintains Buy on Celsius Holdings, Lowers Price Target to $45",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Overweight on Brinker International, Raises Price Target t",
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            "confidence": 0.85
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            "lesson": "Scanner gap: MRVL \u2014 What's Going on With Marvell Technology Stock Thursday?",
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            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Equal-Weight on Wyndham Hotels & Resorts, Raises Price Tar",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: TWIN \u2014 What's Going on With Twin Vee PowerCats Stock Thursday?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: COCA \u2014 Here's How Much $1000 Invested In Coca-Cola Consolidated 15 Years Ago Would Be W",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Overweight on Marriott International, Raises Price Target ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: HC \u2014 HC Wainwright & Co. Reiterates Buy on Alpha Tau Medical, Maintains $15 Price Tar",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
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            "lesson": "Scanner gap: MEETS \u2014 Robinhood Stock in Focus as Potential Bond Sale Meets Bullish Analyst Activity, ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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        {
            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Equal-Weight on Hyatt Hotels, Raises Price Target to $186",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
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            "lesson": "Scanner gap: GREEN \u2014 Green Circle Decarbonize Technology Shares Halted, News Pending",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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        {
            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Overweight on Hilton Worldwide Holdings, Raises Price Targ",
            "learning_type": "scanner_gap_error",
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            "lesson": "Scanner gap: OTHER \u2014 Abbott Laboratories, AtaiBeckley, ManpowerGroup And Other Big Stocks Moving High",
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            "confidence": 0.85
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            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Underweight on Choice Hotels Intl, Raises Price Target to ",
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            "lesson": "Scanner gap: WELLS \u2014 Wells Fargo Maintains Overweight on Life Time Group Holdings, Raises Price Targe",
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            "lesson": "Scanner gap: VALO \u2014 Vertical Aerospace Targets Defense Growth With Autonomous Valo Partnership",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Semiconductor Stocks\u2019 Worst Slump in Over a Year \u2014 Are Chips Now Cheap Enough?",
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            "lesson": "Scanner gap: MOM \u2014 USA Business Inventories (MoM) Revises Prior From 0.5% To 0.6%",
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            "confidence": 0.85
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            "lesson": "Scanner gap: XPENG \u2014 Barclays Maintains Underweight on XPeng, Lowers Price Target to $15",
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            "lesson": "Scanner gap: GENERAL \u2014 $100 Invested In CrowdStrike Holdings 5 Years Ago Would Be Worth This Much Today",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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            "lesson": "Scanner gap: NAHB \u2014 NAHB Housing Market Index For July\u00a034 Vs 35 Est.",
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        {
            "lesson": "Scanner gap: MOM \u2014 USA Business Inventories (MoM) For May 0.3% Vs 0.3% Est.",
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            "confidence": 0.85
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        {
            "lesson": "Scanner gap: HOME \u2014 USA Pending Home Sales Index For June\u00a072.5 Vs 76.6 Prior",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: EX \u2014 USA Retail Inventories Ex Auto For May 0.3% Vs 0.4% Est.",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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        {
            "lesson": "Scanner gap: HOME \u2014 USA Pending Home Sales (MoM) For June -5.4% Vs -0.5% Est.",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GAINS \u2014 Dow Gains 100 Points; US Retail Sales Rise 0.2% In June",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ARM \u2014 ARM Stock News: Wall Street Sounds Alarm on Stretched Valuation Ahead of July Ea",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: LABS \u2014 Why Is Astera Labs Stock Falling on Thursday?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GE \u2014 GE Aerospace Says Supply, Not Demand, Is Now Its Biggest Growth Challenge",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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        {
            "lesson": "Scanner gap: BANK \u2014 Barclays Maintains Overweight on Bank of New York Mellon, Raises Price Target to",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ISI \u2014 Evercore ISI Group Maintains In-Line on Progressive, Lowers Price Target to $230",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: EQUAL \u2014 Barclays Maintains Equal-Weight on Terreno Realty, Raises Price Target to $69",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ISI \u2014 Evercore ISI Group Maintains Outperform on JB Hunt Transport Servs, Raises Price",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ISI \u2014 Evercore ISI Group Maintains In-Line on Ingram Micro Holding, Raises Price Targe",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ISI \u2014 Evercore ISI Group Maintains Outperform on IBM, Lowers Price Target to $250",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ISI \u2014 Evercore ISI Group Maintains In-Line on First Horizon, Lowers Price Target to $2",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: CALL \u2014 Full Transcript: ManpowerGroup Q2 2026 Earnings Call",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: ISI \u2014 Evercore ISI Group Maintains Outperform on BlackRock, Raises Price Target to $12",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: GENERAL \u2014 Lockheed Martin Awarded USSOCOM Logistics Support $10.5B, 12-Year GLSS2 Contract",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: EQUAL \u2014 Barclays Maintains Equal-Weight on TELUS, Lowers Price Target to C$17",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Susquehanna Maintains Positive on Taiwan Semiconductor, Raises Price Target to $",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: DAVE \u2014 Dave Ramsey Says He Only Has 3 Investments and Always Skips Single Stocks \u2014 \u2018I\u2019l",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: JB \u2014 Susquehanna Maintains Positive on JB Hunt Transport Servs, Raises Price Target t",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: THEIR \u2014 These Analysts Revise Their Forecasts On Fastenal Following Q2 Earnings",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Susquehanna Maintains Neutral on Intel, Raises Price Target to $115",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: COSTS \u2014 Publix Closes More Stores in 2026 as Walmart Competition, Rising Costs and Onlin",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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        {
            "lesson": "Scanner gap: EQUAL \u2014 Barclays Maintains Equal-Weight on Telefonica Brasil, Lowers Price Target to $15",
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            "confidence": 0.85
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        {
            "lesson": "Scanner gap: PNC \u2014 PNC Financial Analysts Boost Their Forecasts After Strong Q2 Results",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
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        {
            "lesson": "Scanner gap: QQQ \u2014 Semiconductor Stocks\u2019 Worst Slump in Over a Year \u2014 Are Chips Now Cheap Enough?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: SPY \u2014 USA Business Inventories (MoM) Revises Prior From 0.5% To 0.6%",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: SOXX \u2014 Semiconductor Stocks\u2019 Worst Slump in Over a Year \u2014 Are Chips Now Cheap Enough?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: MU \u2014 Semiconductor Stocks\u2019 Worst Slump in Over a Year \u2014 Are Chips Now Cheap Enough?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: SPCX \u2014 SpaceX Just Landed in a Very Strange Place \u2014 Inside Value ETFs",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: AMZN \u2014 Publix Closes More Stores in 2026 as Walmart Competition, Rising Costs and Onlin",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: BEGAN \u2014 U.S. Military Says At 2 P.M. ET Today, U.S. Forces Began Conducting A New Wave O",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "MU had intraday confirmation window 10:01:00\u201310:08:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
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        {
            "lesson": "MU replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
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        {
            "lesson": "INTC had intraday confirmation window 09:59:00\u201310:00:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
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        {
            "lesson": "INTC replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
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        {
            "lesson": "SMH had intraday confirmation window 10:01:00\u201310:08:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
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        {
            "lesson": "SMH replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
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        {
            "lesson": "SOXX had intraday confirmation window 10:01:00\u201310:08:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
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        {
            "lesson": "SOXX replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
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        {
            "lesson": "WDC had intraday confirmation window 10:01:00\u201310:08:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
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        {
            "lesson": "WDC replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
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        {
            "lesson": "AAPL had intraday confirmation window 09:45:00\u201310:06:00 (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": "XLE had intraday confirmation window 10:36:00\u201310:37:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "XLE replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "USO had intraday confirmation window 09:45:00\u201309:50:00 (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": "NVDA had intraday confirmation window 09:45:00\u201309:54:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "NVDA replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "COIN had intraday confirmation window 10:00:00\u201310:02:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "COIN replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "NOW had intraday confirmation window 10:46:00\u201310:49:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "NOW replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        }
    ],
    "top_lessons": [
        "Reject reason 'impact_below_threshold' occurred 428 times on 2026-07-16",
        "Reject reason 'duplicate_headline' occurred 10 times on 2026-07-16",
        "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, FDA approval_or_rejection",
        "Scanner gap: WELLS \u2014 Wells Fargo Maintains Equal-Weight on Domino's Pizza, Lowers Price Target to $32",
        "Scanner gap: MSTR \u2014 Trump's Address to the Nation: Prediction Markets Say China, Stolen Election Cla"
    ]
}