Historical Decision Report
VDX Daily Top Picks #20260721
Decision Context
Decision Mathematics
Historical VADIE portfolio optimization. Values are taken from the original AI decision record.
Expected Alpha = clamp(Before Memory + Memory Adjustment, 0, 1)
Optimizer Score = clamp(Expected Alpha - Correlation Penalty, 0, 1)
Scores are normalized AI selection metrics, not predictions of financial returns. Risk Control measures risk-management quality; higher values do not necessarily mean higher risk.
Generation Record
Autonomous Decisions
Decision Score Mathematics
Historical scoring components retained at the time of this AI decision.
LONG = clamp(raw - exhaustion - crash, 0, 1)
Historical components are stored at rounded precision. Recalculations may differ by a small rounding amount. Confidence is an internal AI index, not a probability of profit.
Factor Contribution Mathematics
Factor reconstruction unavailable: historical inputs are incomplete, incompatible or fail integrity validation. No missing values were inferred.
Decision Score Mathematics
Historical scoring components retained at the time of this AI decision.
LONG = clamp(raw - exhaustion - crash, 0, 1)
Historical components are stored at rounded precision. Recalculations may differ by a small rounding amount. Confidence is an internal AI index, not a probability of profit.
Factor Contribution Mathematics
Factor reconstruction unavailable: historical inputs are incomplete, incompatible or fail integrity validation. No missing values were inferred.
Decision Score Mathematics
Historical scoring components retained at the time of this AI decision.
SHORT = clamp(raw - rebound, 0, 1)
Historical components are stored at rounded precision. Recalculations may differ by a small rounding amount. Confidence is an internal AI index, not a probability of profit.
Factor Contribution Mathematics
Factor reconstruction unavailable: historical inputs are incomplete, incompatible or fail integrity validation. No missing values were inferred.
Factor Intelligence
| Factor | Average | Range | Weight | Records |
|---|---|---|---|---|
| Breadth | 0.000 | 0.000 β 0.000 | 1.0000 | 3 |
| Btc Relative Strength | 0.282 | 0.105 β 0.384 | 1.0000 | 3 |
| Depth | 0.520 | 0.121 β 0.886 | 1.0000 | 3 |
| Eth Relative Strength | 0.260 | 0.083 β 0.361 | 1.0000 | 3 |
| Liquidity | 0.787 | 0.361 β 1.000 | 1.0000 | 3 |
| Macro Btc Dominance | 0.684 | 0.684 β 0.684 | 1.0000 | 3 |
| Macro Eth Dominance | 0.178 | 0.178 β 0.178 | 1.0000 | 3 |
| Macro Fear Greed | 0.000 | 0.000 β 0.000 | 1.0000 | 3 |
| Market Quality | 0.680 | 0.582 β 0.856 | 1.0000 | 3 |
| Momentum | 0.548 | 0.195 β 0.941 | 1.0000 | 3 |
| Pump Risk | 0.300 | 0.200 β 0.500 | 1.0000 | 3 |
| Rank | 0.493 | 0.076 β 0.790 | 1.0000 | 3 |
| Relative Strength | 0.504 | 0.189 β 0.817 | 1.0000 | 3 |
| Risk Control | 0.740 | 0.636 β 0.908 | 1.0000 | 3 |
| Sector Rotation | 0.503 | 0.320 β 0.595 | 1.0000 | 3 |
| Sector Strength | 0.430 | 0.306 β 0.492 | 1.0000 | 3 |
| Supply Quality | 0.940 | 0.868 β 0.990 | 1.0000 | 3 |
| Trend | 0.455 | 0.183 β 0.681 | 1.0000 | 3 |
| Trend Acceleration | 0.278 | 0.035 β 0.494 | 1.0000 | 3 |