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title Flagship Validated Results

Flagship Validated Results

A short page tracking outcomes from running the flagship-param-golf-discovery recipe end-to-end. Each row is a self-contained reproducibility bundle on HuggingFace — anyone can clone the repo, run the recipe, and reach the same numbers.

This page is intentionally short. The goal is proof that the loop closes, not a leaderboard race. Crucible's defensible niche is the autonomous + reproducible + open + commodity-GPU intersection; this page demonstrates the intersection works in practice.

How to add a result here

When you run flagship-param-golf-discovery end-to-end:

  1. Publish the artifacts via Tier 14 (hf_publish_leaderboard / findings / recipes).
  2. Open a PR to this file appending a row to the table below with:
    • Date
    • Compute spent (USD)
    • Wall-clock hours
    • Best val_bpb achieved
    • HuggingFace dataset / model repo link
    • One-line headline summarising the moves that mattered

PRs are intentionally low-ceremony — no peer review required. The HuggingFace artifacts are the reproducibility evidence; the table just indexes them.

Results

Date Compute Wall-clock Best val_bpb HF artifacts Headline
(seed run pending) $50 5h TBD TBD placeholder — first end-to-end run after Phase 5.1 merge

What "result" means here

A "result" on this page is not a Nature-style claim. It's a reproducibility bundle that demonstrates:

  • A clean run of the flagship-param-golf-discovery recipe.
  • The autonomous loop closed (autonomous_research_loop completed N iterations without orchestrator handholding beyond the LLM calls).
  • The judge-separation contract held (no JudgePanel.assert_separated() rejection).
  • The full provenance chain — from initial literature → hypothesis → tournament → mutation → execution → finding → paper draft — recovers from the artifacts alone.

If a recipe run hits a snag (judge mis-separation, scope violation, exec failure mid-run), the right move is to fix the underlying issue in the recipe / code and re-run, not to manually patch the result. The bundle's value is the closed-loop reproducibility, not the raw number.

Cross-references

  • The recipe: .crucible/recipes/flagship-param-golf-discovery.yaml
  • The playbook: examples/flagship_param_golf/README.md
  • Why this matters: docs/positioning.md (the "buyer" section)
  • Roadmap context: ROADMAP.md (Phase 4 + 5 deliverables)