timbo4u1/S2S
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Physics-audit engine for Physical AI. 16 biomechanical laws + triple coherence firewall — catches synthetic and corrupted sensor data before model training. pip install s2s-certify
4 mentions on Hacker News by 1 person: 3 stories, 1 comment · first 2026-02-28 · latest 2026-04-07
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…downstream models: → PAMAP2: +4.23% F1 → WESAD: +3.1% F1 Reproducible in one command: git clone https://github.com/timbo4u1/S2S python3.9 run_benchmark.py --ninapro ~/ninapro_db5
comment by s2sphysical · 2026-04-07 · in VLA learns how to act. S2S decides whether the motion is physically trustworthy