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docs(research): uncertainty-aware retrieval analysis (#84) - #142

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jphein merged 1 commit into
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docs/uncertainty-research-84-v2
May 23, 2026
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docs(research): uncertainty-aware retrieval analysis (#84)#142
jphein merged 1 commit into
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docs/uncertainty-research-84-v2

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@jphein jphein commented May 23, 2026

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Summary

  • Analyses MIT CSAIL paper (Damani et al., arXiv:2507.16806) for mempalace integration
  • RLCR doesn't transfer directly to non-generative retrieval pipeline
  • Proposes calibrated confidence field via isotonic regression + Brier-score eval column
  • Supersedes docs(research): uncertainty-aware retrieval analysis (#84) #137 (rebased cleanly onto current main)

Test plan

  • check-docs passes

🤖 Generated with Claude Code

Analyses MIT CSAIL paper (Damani et al., arXiv:2507.16806) for
mempalace integration. RLCR doesn't transfer directly; proposes
calibrated confidence field and Brier-score eval column.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@jphein
jphein merged commit d2a7cb1 into main May 23, 2026
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jphein deleted the docs/uncertainty-research-84-v2 branch May 23, 2026 01:26
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2 participants