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Share native evaluation execution with retained capture - #42

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shared-evidencefrom
evaluation-unification
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PaulHax wants to merge 1 commit into
shared-evidencefrom
evaluation-unification

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@PaulHax

@PaulHax PaulHax commented Oct 27, 2026

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Evaluation and capture coordinate the same episodes separately

Recipe evaluation and retained capture share policy loading and rollout, but each coordinates model initialization, episode execution and settings. This leaves two places to maintain native evaluation behavior.

Record evidence around shared native evaluation

Use one recipe settings resolver and episode runner for Torch evaluation, with synchronous recording hooks for capture. Preserve root-seed expansion, explicit capture seeds, failed attempts and retries. Optional policy seeds make programmatic evaluations reproducible across worker counts without changing the existing command defaults.

Based on #41. Related to #31.

@PaulHax
PaulHax added this pull request to stack #37 October 27, 2026 14:13
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