{
  "ticker": {
    "uuid": "d4a85cb1-1ecb-41f0-9f57-bc379695fbd2",
    "symbol": "T",
    "name": "AT&T Inc.",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -36.423,
    "architecture_energy": 29.88,
    "architecture_maturity": 79.113,
    "architecture_confidence": 74.085,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 37.61,
        "rotation_up": 31.78,
        "upward_expansion": 22.4,
        "deceleration": 46.99,
        "rotation_down": 23.47,
        "downward_expansion": 58.73
      },
      "activity_lines": [
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 406.230011,
    "trend_reference": 439.837555,
    "distance_from_trend": -0.076409,
    "trend_direction": "Weakening",
    "fair_value": 411.814536,
    "distance_from_fair_value": -0.013561,
    "fair_value_direction": "Weakening",
    "relative_strength": -13.738417,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.112699,
    "excess_performance": -0.058032,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.076409,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.046183,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.013561,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.095411,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.137384,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.071973,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.112699,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.100804,
        "read": "Demand-led"
      }
    ],
    "volume": {
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      "relative_activity": 4.66821,
      "balance": 1.100804,
      "dry_up": 2.790362,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.055327,
      "annualized_volatility": 0.386161,
      "from_high_reference": -0.268046,
      "from_low_reference": 0.169111
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    "levels": {
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      "fair_value_reference": 411.814536,
      "structural_low": 347.469133,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
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    "outcomes": [
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        "horizon": "Near term",
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        "positive_rate": 0.423077,
        "directional_follow_through": 0.576923,
        "median_excess_return": -0.013474,
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        "worst_return": -0.12459,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
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        "date": "2026-05-01",
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        "date": "2026-05-08",
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        "typical_volume": 15851.0,
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        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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        "date": "2026-06-05",
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      },
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      },
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        "date": "2026-07-10",
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      },
      {
        "date": "2026-07-17",
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        "volume": 1602,
        "typical_volume": 10397.15,
        "trend": 442.710681,
        "fair_value": 408.553874,
        "relative_strength": -20.188131,
        "stage": 4,
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        "modifier": "Early contraction",
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      },
      {
        "date": "2026-07-24",
        "close": 421.0,
        "volume": 21998,
        "typical_volume": 11295.35,
        "trend": 442.081137,
        "fair_value": 409.713528,
        "relative_strength": -11.295156,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -51.95436,
        "energy": 49.452416,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 402.329987,
        "volume": 97144,
        "typical_volume": 16060.65,
        "trend": 440.785314,
        "fair_value": 410.764951,
        "relative_strength": -15.191145,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.281463,
        "energy": 31.701919,
        "activity_lines": [
          395.741271,
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      },
      {
        "date": "2026-08-07",
        "close": 406.230011,
        "volume": 86807,
        "typical_volume": 18595.35,
        "trend": 439.837555,
        "fair_value": 411.814536,
        "relative_strength": -13.738417,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.42297,
        "energy": 29.879555,
        "activity_lines": [
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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."
    }
  }
}