Positive-cycle Jacobian penalty / reference implementation
Mechanism confirmed, baseline not beaten
Positive-cycle Jacobian penalty — 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— 6.1 KBexperiment.py— 5.4 KBmultiseed.json— 1.5 KBreport.md— 1.4 KBreport_bench_2026-08-31T122059.md— 4.1 KBresults.json— 2.3 KBstage2_bench.py— 7.0 KB