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feat: curate inference sampler candidates for Insight - #125

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Jammy2211 merged 2 commits into
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feature/inference-sampler-literature
Oct 8, 2026
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Jammy2211 merged 2 commits into
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feature/inference-sampler-literature

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Add a source-backed sampler candidate curation path linking Memory's on-demand literature work to Insight. The initial set covers dynesty, Nautilus, BlackJAX NUTS, UltraNest and pocoMC, separating expected applications from measured PyAuto results and recording current integration status.

Scripts Changed

No scripts changed. Updated the canonical bibliography, sampler source support, methods index/log, and a curation guide. No automated schedule, compute or scientific acceptance.

Validation checklist

  • Tests: documentation-only; no code suite applicable. make validate passed bibliography, structure and wiki-link checks.
  • Smoke: n/a, no downstream executable surface changed.
  • Independent review: CLEAN; primary records and actual PyAutoFit roster verified, claims basis-cited.
  • Heart: STALE, exact reason release validation incomplete: no rehearsal for current source; no yellow/red readiness reasons.
  • git diff --check passed.

The public candidate payload in Insight is independently derived from the named public sources; no private Memory references are copied to user-facing guidance. Primary-source metadata/abstract review is not a reproducibility benchmark.

Closes #124. Human authorized all approved phases through completion and in-turn merge when checks pass.

Five primary-source candidates with qualified applications, dated integration status and an on-demand curation workflow. Independent review CLEAN; make validate passed.

Agent: Codex; model: GPT-6
@Jammy2211
Jammy2211 merged commit 13499c3 into main Oct 8, 2026
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@Jammy2211
Jammy2211 deleted the feature/inference-sampler-literature branch October 8, 2026 08:44
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feat: curate inference sampler candidates for Insight

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