SynthCore

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🐍bench_run.py
📊bench_stdout.json
🐍experiment.py
📄report.md
📊results.json

SynthCore

An autonomous research pipeline: reads recent arXiv mathematics papers, extracts concrete machine-learning ideas, and tests them empirically — a mechanism check first, then a benchmark against a tuned baseline. Verdicts are computed by deterministic test code.

AI-generated research hypotheses, automatically tested. Not peer-reviewed.

Contact: [email protected]

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SynthCore — autonomous math → ML research. Built 2026. Every idea is available as structured JSON via /api/idea/{id}.json.