Google Antigravity Research Kit · agy-interactive-paper-studio

Interactive Paper Studio: W4A16 Softmax Dilution & LoopBreakerEngine Simulator

Drag the live telemetry sliders below to explore how accumulated pytest tracebacks dilute self-attention (Proposition 1), how temperature scales W4A16 logit rounding noise (Law 1), and when Graph-Guided Counterfactual Context Reset (G-CCR) fires.

1. Live Telemetry Controls

Published Ground-Truth Anchors:
• Stage-1 Greedy (τ=0.2): 17.8% (23/129)
• Stage-1 Calibrated (τ=1.0): 39.5% (51/129)
• End-to-End M0 → M6: 11.6% → 24.0%
• Trap-25 Escape: 16.0% → 96.0% (p = 4.2e-9)

2. Real-Time Mathematical & Trajectory Readout

Softmax Dilution
0.06
Share lost to Bt
W4A16 Noise (σq/τ)
0.18
Logit rounding bias
Compaction Cliff
SAFE
14,336-tok threshold
LoopBreaker State
CLEAN
HW < 0.55 trigger