{
  "ticker": {
    "uuid": "d6aa1161-9dae-428b-93a8-d8280417de6f",
    "symbol": "LRCX",
    "name": "Lam Research Corporation",
    "exchange": "MEX",
    "country": "MX",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^MXX",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 22.215,
    "architecture_energy": 31.482,
    "architecture_maturity": 66.611,
    "architecture_confidence": 89.903,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 49.37,
        "rotation_up": 20.01,
        "upward_expansion": 55.77,
        "deceleration": 91.17,
        "rotation_down": 43.7,
        "downward_expansion": 21.77
      },
      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 5336.0,
    "trend_reference": 4872.421107,
    "distance_from_trend": 0.095143,
    "trend_direction": "Improving",
    "fair_value": 2321.683573,
    "distance_from_fair_value": 1.298332,
    "fair_value_direction": "Weakening",
    "relative_strength": 34.791043,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.350974,
    "excess_performance": 0.40564,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.095143,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.2517,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.298332,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.347584,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.34791,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.265367,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.350974,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.531596,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 27097,
      "relative_activity": 2.677635,
      "balance": 0.531596,
      "dry_up": 1.616122,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
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      "annualized_volatility": 0.511629,
      "from_high_reference": -0.218967,
      "from_low_reference": 1.948836
    },
    "levels": {
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      "fair_value_reference": 2321.683573,
      "structural_low": 3585.120117,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
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        "median_return": 0.038867,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.000822,
        "regime_survival": 0.181818,
        "best_return": 0.215915,
        "worst_return": -0.107639,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
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        "positive_rate": 0.714286,
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        "median_excess_return": 0.095034,
        "regime_survival": 0.0,
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        "worst_return": -0.228447,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.085684,
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        "directional_follow_through": 0.8,
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        "worst_return": -0.229917,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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        "worst_return": -0.281518,
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      },
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      },
      {
        "regime": "downward_expansion",
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      },
      {
        "regime": "balance",
        "label": "Balance",
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      },
      {
        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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      },
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        "regime": "deceleration",
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      {
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      {
        "date": "2026-07-17",
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        "fair_value": 2242.785759,
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      },
      {
        "date": "2026-07-24",
        "close": 5340.0,
        "volume": 13644,
        "typical_volume": 9657.05,
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      },
      {
        "date": "2026-07-31",
        "close": 5204.0,
        "volume": 23587,
        "typical_volume": 9124.7,
        "trend": 4821.212896,
        "fair_value": 2295.086259,
        "relative_strength": 33.504175,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.150798,
        "energy": 29.913155,
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      },
      {
        "date": "2026-08-07",
        "close": 5336.0,
        "volume": 27097,
        "typical_volume": 10119.75,
        "trend": 4872.421107,
        "fair_value": 2321.683573,
        "relative_strength": 34.791043,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
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        "energy": 31.482314,
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}