{
  "ticker": {
    "uuid": "242abb89-04da-479e-ae28-628ff4570cfc",
    "symbol": "VUZI",
    "name": "Vuzix Corp Cmn Stk",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 83.036,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -20.575,
    "architecture_energy": 29.25,
    "architecture_maturity": 7.908,
    "architecture_confidence": 63.253,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 41.19,
        "rotation_up": 17.14,
        "upward_expansion": 17.57,
        "deceleration": 57.6,
        "rotation_down": 60.75,
        "downward_expansion": 47.23
      },
      "activity_lines": [
        2.444,
        2.577909,
        2.907548,
        2.868032
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 2.69,
    "trend_reference": 2.828167,
    "distance_from_trend": -0.048854,
    "trend_direction": "Weakening",
    "fair_value": 2.418547,
    "distance_from_fair_value": 0.112238,
    "fair_value_direction": "Weakening",
    "relative_strength": -17.310845,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.071713,
    "excess_performance": -0.11574,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.048854,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.015719,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.112238,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.098639,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.173108,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.12294,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.071713,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.902487,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3396467,
      "relative_activity": 0.468103,
      "balance": 0.902487,
      "dry_up": 0.646708,
      "accumulation_observations": 2,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.281295,
      "annualized_volatility": 1.060067,
      "from_high_reference": -0.521352,
      "from_low_reference": 0.469945
    },
    "levels": {
      "trend_reference": 2.828167,
      "fair_value_reference": 2.418547,
      "structural_low": 1.97,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": 0.018634,
        "positive_rate": 0.5,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.017409,
        "regime_survival": 0.5,
        "best_return": 0.505155,
        "worst_return": -0.213573,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.039337,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.040868,
        "regime_survival": 0.0,
        "best_return": 0.64497,
        "worst_return": -0.424324,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.134576,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.361226,
        "regime_survival": 0.0,
        "best_return": 1.301775,
        "worst_return": -0.6,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.025347,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.375225,
        "regime_survival": 0.0,
        "best_return": 0.39645,
        "worst_return": -0.345756,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.147929,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-05-30",
        "tenure": "New",
        "return": 0.505155,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-08-08",
        "tenure": "Developing",
        "return": -0.304714,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-15",
        "end": "2025-09-05",
        "tenure": "New",
        "return": 0.20297,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-12",
        "end": "2025-09-26",
        "tenure": "New",
        "return": 0.363229,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-03",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.442159,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-28",
        "end": "2026-01-02",
        "tenure": "Developing",
        "return": 0.431227,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-09",
        "end": "2026-01-23",
        "tenure": "New",
        "return": -0.099698,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-30",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.1673,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": 0.327434,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-22",
        "end": "2026-06-26",
        "tenure": "Developing",
        "return": -0.466926,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-03",
        "end": "2026-07-10",
        "tenure": "New",
        "return": -0.107143,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-17",
        "end": "2026-07-24",
        "tenure": "New",
        "return": 0.013274,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.154506,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 4.2,
        "volume": 2390476,
        "typical_volume": 3878847.75,
        "trend": 4.547833,
        "fair_value": 8.623846,
        "relative_strength": -25.685292,
        "stage": 1,
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        "energy": 14.305821,
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
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      },
      {
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": -13.713743,
        "stage": 4,
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-07-10",
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        "trend": 2.962167,
        "fair_value": 2.483675,
        "relative_strength": -24.034851,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 21.825865,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 7409528.75,
        "trend": 2.935167,
        "fair_value": 2.464701,
        "relative_strength": -27.974194,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -27.353757,
        "energy": 30.844179,
        "activity_lines": [
          2.566,
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          3.03919,
          2.956645
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      },
      {
        "date": "2026-07-24",
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        "volume": 4430080,
        "typical_volume": 7435411.2,
        "trend": 2.8995,
        "fair_value": 2.446431,
        "relative_strength": -25.619891,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -25.332527,
        "energy": 37.631864,
        "activity_lines": [
          2.422,
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          2.980738,
          2.915022
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      },
      {
        "date": "2026-07-31",
        "close": 2.33,
        "volume": 4893579,
        "typical_volume": 7424059.15,
        "trend": 2.848833,
        "fair_value": 2.430598,
        "relative_strength": -24.692824,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -24.786296,
        "energy": 41.084392,
        "activity_lines": [
          2.359333,
          2.626909,
          2.927333,
          2.87828
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.69,
        "volume": 3396467,
        "typical_volume": 7255805.25,
        "trend": 2.828167,
        "fair_value": 2.418547,
        "relative_strength": -17.310845,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -20.575369,
        "energy": 29.250347,
        "activity_lines": [
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          2.907548,
          2.868032
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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."
    }
  }
}