{
  "ticker": {
    "uuid": "5fcfdaad-b294-4861-a17e-5f5b4377cd0a",
    "symbol": "LRC2",
    "name": "LAM RESEARCH CORP",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "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": 24.317,
    "architecture_energy": 29.981,
    "architecture_maturity": 68.363,
    "architecture_confidence": 94.036,
    "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": 48.06,
        "rotation_up": 20.53,
        "upward_expansion": 55.85,
        "deceleration": 91.17,
        "rotation_down": 41.79,
        "downward_expansion": 21.85
      },
      "activity_lines": [
        269.439994,
        287.446112,
        280.74676,
        263.243735
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 268.799988,
    "trend_reference": 240.637446,
    "distance_from_trend": 0.117033,
    "trend_direction": "Improving",
    "fair_value": 112.947709,
    "distance_from_fair_value": 1.379862,
    "fair_value_direction": "Weakening",
    "relative_strength": 18.956767,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.445534,
    "excess_performance": 0.271287,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.117033,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.27183,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.379862,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.269137,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.189568,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.369569,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.445534,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.247759,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1029,
      "relative_activity": 1.93512,
      "balance": 1.247759,
      "dry_up": 1.990127,
      "accumulation_observations": 5,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.108645,
      "annualized_volatility": 0.501205,
      "from_high_reference": -0.219286,
      "from_low_reference": 2.323352
    },
    "levels": {
      "trend_reference": 240.637446,
      "fair_value_reference": 112.947709,
      "structural_low": 167.259995,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": 0.081228,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.102326,
        "regime_survival": 0.428571,
        "best_return": 0.250379,
        "worst_return": -0.066186,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.055015,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.112208,
        "regime_survival": 0.0,
        "best_return": 0.802257,
        "worst_return": -0.131285,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.005419,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.228677,
        "regime_survival": 0.0,
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        "worst_return": -0.135589,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.125262,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.115574,
        "regime_survival": 0.0,
        "best_return": 0.252103,
        "worst_return": -0.001578,
        "sufficient": false
      }
    ],
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        "label": "Rotation Down",
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        "end": "2024-08-23",
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        "return": 0.070725,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-30",
        "end": "2025-01-03",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.042974,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.140673,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "New",
        "return": -0.046396,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-16",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "tenure": "Developing",
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      },
      {
        "regime": "upward_expansion",
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      {
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        "active": true
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        "relative_strength": 42.558436,
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        "modifier": "Re-accelerating",
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      },
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 331.6,
        "trend": 184.628863,
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        "relative_strength": 58.480948,
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      },
      {
        "date": "2026-05-29",
        "close": 273.537567,
        "volume": 1323,
        "typical_volume": 377.8,
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      },
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        "date": "2026-06-05",
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        "fair_value": 99.004015,
        "relative_strength": 57.19285,
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      },
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        "date": "2026-06-12",
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        "trend": 200.257166,
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
        "close": 333.850006,
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        "typical_volume": 325.05,
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        "relative_strength": 67.690314,
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        "gate": "up",
        "direction": 84.036026,
        "energy": 93.961393,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 123,
        "typical_volume": 300.85,
        "trend": 220.454218,
        "fair_value": 106.007933,
        "relative_strength": 57.025466,
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        "regime": "upward_expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 1934,
        "typical_volume": 374.6,
        "trend": 226.05932,
        "fair_value": 107.608633,
        "relative_strength": 46.23802,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.032025,
        "energy": 77.005545,
        "activity_lines": [
          321.563432,
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      },
      {
        "date": "2026-07-17",
        "close": 270.600006,
        "volume": 1158,
        "typical_volume": 413.75,
        "trend": 230.207816,
        "fair_value": 108.994032,
        "relative_strength": 30.184472,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 53.694043,
        "energy": 51.752403,
        "activity_lines": [
          303.756671,
          304.079983,
          277.881377,
          256.971165
        ]
      },
      {
        "date": "2026-07-24",
        "close": 272.25,
        "volume": 1308,
        "typical_volume": 443.5,
        "trend": 234.321431,
        "fair_value": 110.334203,
        "relative_strength": 27.316354,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.422824,
        "energy": 32.392796,
        "activity_lines": [
          289.796669,
          299.841358,
          279.786966,
          259.683564
        ]
      },
      {
        "date": "2026-07-31",
        "close": 258.549988,
        "volume": 738,
        "typical_volume": 480.4,
        "trend": 237.845889,
        "fair_value": 111.599322,
        "relative_strength": 19.365877,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 28.864956,
        "energy": 29.853266,
        "activity_lines": [
          275.399998,
          292.643795,
          279.949839,
          261.246696
        ]
      },
      {
        "date": "2026-08-07",
        "close": 268.799988,
        "volume": 1029,
        "typical_volume": 531.75,
        "trend": 240.637446,
        "fair_value": 112.947709,
        "relative_strength": 18.956767,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 24.317004,
        "energy": 29.980921,
        "activity_lines": [
          269.439994,
          287.446112,
          280.74676,
          263.243735
        ]
      }
    ],
    "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."
    }
  }
}