{
  "ticker": {
    "uuid": "a451fbcf-e031-4002-ae04-b490bebfb3fe",
    "symbol": "00737",
    "name": "Cathay Nasdaq CTA Artificial Intelligence and Robotics ETF",
    "exchange": "TAI",
    "country": "TW",
    "assetType": "etf"
  },
  "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": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 76.977,
    "architecture_energy": 45.781,
    "architecture_maturity": 31.799,
    "architecture_confidence": 64.738,
    "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": 25.64,
        "rotation_up": 51.2,
        "upward_expansion": 79.12,
        "deceleration": 63.63,
        "rotation_down": 25.29,
        "downward_expansion": 5.79
      },
      "activity_lines": [
        38.837999,
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        38.004857,
        37.148494
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 40.48,
    "trend_reference": 36.431333,
    "distance_from_trend": 0.111131,
    "trend_direction": "Improving",
    "fair_value": 32.34891,
    "distance_from_fair_value": 0.251356,
    "fair_value_direction": "Improving",
    "relative_strength": -17.700858,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.120089,
    "excess_performance": -0.259223,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.111131,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.026177,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.251356,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.087203,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.177009,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.107503,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.120089,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.247817,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 915420,
      "relative_activity": 1.042143,
      "balance": 2.247817,
      "dry_up": 0.926855,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.039336,
      "annualized_volatility": 0.254077,
      "from_high_reference": -0.021986,
      "from_low_reference": 0.292878
    },
    "levels": {
      "trend_reference": 36.431333,
      "fair_value_reference": 32.34891,
      "structural_low": 31.309999,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.007282,
        "positive_rate": 0.636364,
        "directional_follow_through": 0.636364,
        "median_excess_return": -0.012159,
        "regime_survival": 0.272727,
        "best_return": 0.093886,
        "worst_return": -0.078341,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.020328,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.074916,
        "regime_survival": 0.0,
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        "worst_return": -0.115315,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.031613,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.108889,
        "regime_survival": 0.2,
        "best_return": 0.136839,
        "worst_return": -0.006961,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.048226,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.10563,
        "regime_survival": 0.0,
        "best_return": 0.147529,
        "worst_return": -0.051078,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
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        "color": "green",
        "start": "2025-02-14",
        "end": "2025-03-07",
        "tenure": "New",
        "return": -0.10274,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-03-21",
        "tenure": "New",
        "return": 0.017775,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.041738,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-07-18",
        "tenure": "New",
        "return": 0.028479,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.038403,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": -0.001193,
        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
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      {
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        "active": false
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        "regime": "downward_expansion",
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        "date": "2026-05-01",
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
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      },
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        "date": "2026-06-05",
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        "date": "2026-06-12",
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 32.167372,
        "relative_strength": -25.799024,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 52.587808,
        "energy": 40.423007,
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      },
      {
        "date": "2026-07-17",
        "close": 37.84,
        "volume": 861728,
        "typical_volume": 866266.6,
        "trend": 36.133667,
        "fair_value": 32.213846,
        "relative_strength": -22.288551,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 45.322974,
        "energy": 34.728687,
        "activity_lines": [
          38.287334,
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          37.328857,
          36.659054
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      },
      {
        "date": "2026-07-24",
        "close": 37.029999,
        "volume": 859294,
        "typical_volume": 877909.7,
        "trend": 36.187667,
        "fair_value": 32.247564,
        "relative_strength": -25.019926,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 43.031432,
        "energy": 31.341372,
        "activity_lines": [
          37.889333,
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          37.408619,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 38.669998,
        "volume": 620159,
        "typical_volume": 871141.9,
        "trend": 36.272333,
        "fair_value": 32.293269,
        "relative_strength": -20.037724,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 49.591209,
        "energy": 29.632119,
        "activity_lines": [
          38.120666,
          38.211818,
          37.632523,
          36.877032
        ]
      },
      {
        "date": "2026-08-07",
        "close": 40.48,
        "volume": 915420,
        "typical_volume": 878401.15,
        "trend": 36.431333,
        "fair_value": 32.34891,
        "relative_strength": -17.700858,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 76.977017,
        "energy": 45.780802,
        "activity_lines": [
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          38.583091,
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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."
    }
  }
}