{ "ticker": { "uuid": "1cbe4555-991f-418d-9554-8ccfafc4de8f", "symbol": "LUMN", "name": "Lumen Technologies Inc", "exchange": "NYSE", "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": "SPY", "stage": 4, "stage_name": "Declining", "phase": "4a", "phase_label": "Stage 4A \u00b7 Breakdown", "transition": "stage_4_declining", "transition_label": "Stage 4 decline intact", "confidence": 96.0, "architecture_regime": "downward_expansion", "architecture_regime_label": "Downward Expansion", "architecture_modifier": "Early contraction", "architecture_gate": "down", "architecture_direction": -65.178, "architecture_energy": 61.996, "architecture_maturity": 20.494, "architecture_confidence": 84.461, "architecture_tenure": "New", "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": 20.95, "rotation_up": 10.69, "upward_expansion": 12.36, "deceleration": 39.76, "rotation_down": 74.06, "downward_expansion": 90.36 }, "activity_lines": [ 6.335333, 6.724364, 7.630286, 7.723376 ], "activity_state": "Moderate", "activity_direction": "Expanding", "rotation_direction": "Weakening", "price_acceptance": -1.0 }, "latest_close": 6.24, "trend_reference": 7.860667, "distance_from_trend": -0.206174, "trend_direction": "Weakening", "fair_value": 4.795641, "distance_from_fair_value": 0.301182, "fair_value_direction": "Weakening", "relative_strength": -26.220626, "relative_strength_direction": "Weakening", "price_momentum": -0.225806, "excess_performance": -0.351431, "evidence": [ { "label": "Price vs Trend", "positive": false, "value": -0.206174, "read": "Below" }, { "label": "Trend direction", "positive": false, "value": -0.042122, "read": "Falling" }, { "label": "Price vs current Fair Value", "positive": true, "value": 0.301182, "read": "Premium" }, { "label": "Fair Value direction", "positive": false, "value": -0.669531, "read": "Moving away" }, { "label": "Relative Strength vs benchmark", "positive": false, "value": -0.262206, "read": "Lagging" }, { "label": "Relative strength direction", "positive": false, "value": -0.415766, "read": "Weakening" }, { "label": "Price momentum", "positive": false, "value": -0.225806, "read": "Negative" }, { "label": "Volume balance", "positive": false, "value": 0.5919, "read": "Supply-led" } ], "volume": { "latest": 98457243, "relative_activity": 1.481016, "balance": 0.5919, "dry_up": 0.956651, "accumulation_observations": 2, "distribution_observations": 3 }, "risk": { "range_context": 0.210943, "annualized_volatility": 0.667867, "from_high_reference": -0.477824, "from_low_reference": 0.691057 }, "levels": { "trend_reference": 7.860667, "fair_value_reference": 4.795641, "structural_low": 5.76, "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": 29, "median_return": -0.076142, "positive_rate": 0.344828, "directional_follow_through": 0.655172, "median_excess_return": -0.093846, "regime_survival": 0.793103, "best_return": 3.362319, "worst_return": -0.397338, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 11, "median_return": -0.092742, "positive_rate": 0.363636, "directional_follow_through": 0.636364, "median_excess_return": -0.164412, "regime_survival": 0.545455, "best_return": 3.905512, "worst_return": -0.54159, "sufficient": true }, { "horizon": "Extended", "sample_count": 7, "median_return": -0.106282, "positive_rate": 0.428571, "directional_follow_through": 0.571429, "median_excess_return": -0.120033, "regime_survival": 0.571429, "best_return": 5.204724, "worst_return": -0.718182, "sufficient": true }, { 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8.063091, 8.267095, 8.15628 ] }, { "date": "2026-07-17", "close": 6.28, "volume": 47138170, "typical_volume": 64446163.2, "trend": 8.005, "fair_value": 4.707949, "relative_strength": -21.885891, "stage": 4, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -33.806617, "energy": 53.13622, "activity_lines": [ 6.798, 7.645455, 8.101095, 8.040882 ] }, { "date": "2026-07-24", "close": 6.34, "volume": 46518112, "typical_volume": 64207893.55, "trend": 7.96, "fair_value": 4.737308, "relative_strength": -20.914494, "stage": 4, "regime": "rotation_down", "modifier": "Structural failure", "gate": "down", "direction": -58.593846, "energy": 67.42341, "activity_lines": [ 6.53, 7.278727, 7.944762, 7.933462 ] }, { "date": "2026-07-31", "close": 6.38, "volume": 62277504, "typical_volume": 64900975.4, "trend": 7.916333, "fair_value": 4.767564, "relative_strength": -21.626772, "stage": 4, "regime": "downward_expansion", "modifier": "Early contraction", "gate": "down", "direction": -63.886764, "energy": 66.019933, "activity_lines": [ 6.399333, 6.986727, 7.793571, 7.831527 ] }, { "date": "2026-08-07", "close": 6.24, "volume": 98457243, "typical_volume": 66479548.15, "trend": 7.860667, "fair_value": 4.795641, "relative_strength": -26.220626, "stage": 4, "regime": "downward_expansion", "modifier": "Early contraction", "gate": "down", "direction": -65.178088, "energy": 61.99628, "activity_lines": [ 6.335333, 6.724364, 7.630286, 7.723376 ] } ], "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." } } }