🧠 Metacognitive AI

{
  "symbol": "AAPL",
  "timestamp": "2026-07-18T17:52:56.884737",
  "execution_time_ms": 1161.74,
  "regime": "high_volatility",
  "asset_category": "Stocks",
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      "\u26a0\ufe0f High signal dispersion - multiple conflicting signals detected",
      "\u26a0\ufe0f High signal dispersion - multiple conflicting signals detected",
      "\u26a0\ufe0f High signal dispersion - multiple conflicting signals detected"
    ],
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    "expires_at": "2026-07-19T17:52:56.884433",
    "conviction": "HOLD"
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      "trigger": "breakout above resistance (333.74) OR volume expansion",
      "risk_note": "high RSI (88.6) limits upside near-term; trend context: strong uptrend; agent disagreement is elevated"
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      "timestamp": "2026-07-18T17:52:56.511458",
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          "macd_bearish": "False"
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        "trend": "strong_uptrend",
        "global_regime": "high_volatility",
        "detected_regime": "high_volatility"
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    {
      "agent_id": "trader_breakout",
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      "confidence": 57.0,
      "reasoning": "Breakout strategy: Bullish signals from MACD, MA",
      "timestamp": "2026-07-18T17:52:56.545357",
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          "macd_bearish": "False"
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        "detected_regime": "high_volatility"
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    {
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      "reasoning": "Trend Following strategy: Bullish signals from MACD, MA",
      "timestamp": "2026-07-18T17:52:56.576013",
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          "macd_bearish": "False"
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        "detected_regime": "high_volatility"
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    {
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      "symbol": "AAPL",
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      "reasoning": "ML forecast unavailable: No live ensemble members were available for this symbol",
      "timestamp": "2026-07-18T17:52:56.787745",
      "metadata": {
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        "global_regime": "high_volatility",
        "detected_regime": "high_volatility",
        "market_regime": "high_volatility",
        "coverage_snapshot": {
          "symbol": "AAPL",
          "roots": [
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        "selector_payload": {
          "error": "No live ensemble members were available for this symbol",
          "error_code": "NO_ENSEMBLE_MEMBERS",
          "symbol": "AAPL",
          "horizon": "5d",
          "selected_model": "ensemble"
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    {
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      "timestamp": "2026-07-18T17:52:56.861653",
      "metadata": {
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        "detected_regime": "high_volatility"
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  "reflection_notes": [
    "\u26a0\ufe0f High signal dispersion - multiple conflicting signals detected",
    "\u26a0\ufe0f Very low confidence in current signals - consider reducing position size"
  ],
  "drift_analysis": {
    "drift_detected": false,
    "drift_score": 0,
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    "recommendation": "Models performing as expected"
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}