Ultra-Local Neural Safety Shield / reference implementation
Mechanism confirmed, baseline not beaten
Ultra-Local Neural Safety Shield — reference implementation
Runnable experiment code, benchmark implementation, machine-readable results and reports for this SynthCore idea.
Language: Python · Runtime: Python 3 · License: MIT
Public artifacts
bench_report.json— 3.0 KBreport.md— 1.7 KBreport_bench_2026-09-02T234106.md— 5.0 KBresults.json— 4.9 KBshield_experiment.py— 8.2 KBultra_local_bench.py— 4.5 KB