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New experimentations - #28

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sharonxz merged 3 commits into
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new-experimentations
Jun 30, 2026
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New experimentations#28
sharonxz merged 3 commits into
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new-experimentations

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sharonxz and others added 3 commits June 29, 2026 16:37
…ons branch

- Rewrites make_rollout_benchmark with true_skill from Uniform(0.30, 1.0),
  per-rollout Gaussian noise, and execution_success = pr >= 0.95
- Adds reliability_at_k, single_rollout_proxy, and
  security_adjusted_reliability_at_k to evaluate.py
- Adds scripts/run_experiments.py (E0–E3) and scripts/plot_results.py (fig1–fig4)
- Generates figures/fig1–fig4 confirming H1 (score diff 0.024), H2 (mean
  inflation 0.924), H3 (Spearman rho=0.417 < 0.70)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Dropped during rewrite; CI test expected ValueError for n_rollouts < 1.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
@sharonxz
sharonxz merged commit c6b7b4d into main Jun 30, 2026
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