Residual-Tightened Neural Safety Shield / reference implementation
Mechanism confirmed, baseline not beaten
Residual-Tightened 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— 5.2 KBbench_residual_shield.py— 6.3 KBreport.md— 1.6 KBreport_bench_2026-09-04T175810.md— 5.3 KBresults.json— 1.4 KBshield_experiment.py— 4.6 KB