Uncertainty-guided family sampling / reference implementation
Mechanism confirmed, baseline not beaten
Uncertainty-guided family sampling — 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— 4.2 KBexperiment.py— 5.2 KBreport.md— 1.6 KBreport_bench_2026-08-31T111901.md— 3.0 KBresults.json— 3.1 KBstage2_family_bench.py— 6.6 KB