Emergence Machine

Enactive Drift Regulated Adaptation in Chaotic and Non-Stationary Time-Series Data
Nicholas Davis, Ph.D.
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1 samples
Anomaly: 0.00
Prediction: 0.00
Active Attractor:
# Attractors: 0
Attractors L/R/G: 0 / 0 / 0
Accuracy: 1.00
Mean accuracy:
Regime F1:
Regime F1 L/R/G: / /
State entropy:
Model horizon: samples
(~ s)
Mean horizon: samples (~ s)
Macro horizon: samples
(~ s)
Mean macro duration: samples
Next regime shift in: samples
(~ s)
Local next shift: samples (~ s)
Regional next shift: samples (~ s)
Global next shift (meta): samples (~ s)
Predicted shift severity:
Regime transitions:
Regimes L/R/G: / /
Regime stats L/R/G: count / / , F1 / /
Next regime:
Mean accuracy:
MAE:
MSE:
MAE@24:
MSE@24:
MAE@48:
MSE@48:
MAE@96:
MSE@96:
MAE@192:
MSE@192:
MAE@336:
MSE@336:
MAE@720:
MSE@720:
Skill L/R/G: / /
Stress L/R/G: / /
Active scale:
Trading: Position FLAT, Pos +0.000, Equity 1.000, Equity $ 0.00, Local regime , Exp. return 0.00000
Samples: 0 | Turnover: 0.00 | Trades: 0 | Avg hold: 0 | PnL/trade: 0.000 | Avg return/step: 0.000000
Baseline (hold long): 1.000 | Baseline (random): 1.000
Training equity (sim diagnostic): 1.000
Follow-sim shadow equity: 1.000 (Δ sim: 0.000 | Δ live: 0.000)
Decomp: pos live | pos sim | ret live(frac) | ret sim
pnl live(frac) + pnl live(sim) | cost live | pnl sim
Blend weights: wH (HDMIC) 0.50, wT (RNN) 0.50
Ablation switches (to isolate what drives PnL)
        
              
Fast replay cap: (limits samples per case to keep ablations quick)
(runs current dataset in a tight loop; may pause UI briefly)
(enabled)
DL instrumentation: mean|NN Δ| 0.00000, mean|Xform Δ| 0.00000, corr(sign(NN Δ), ret) , corr(sign(Xform Δ), ret)
DL trend (RNN): p(up) 0.00, p(down) 0.00, p(flat) 0.00
Buy in: samples (~ s)
Sell in: samples (~ s)
Live timers: Buy in (~ s), Hold for (~ s), Sell in (~ s)
Prep window: samples (~ s)
Signal & Prediction
Anomaly
Prediction Accuracy
State Space (Attractor & Cluster)
Attractors (mean, σ, count)