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Merge branch 'docs/replan-against-phase-4': re-verified remediation p…
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Fix chunk-boundary likelihoods and prediction performance (Phase 3)
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fix(likelihoods): harden clusterless GMM and add population-shape val…
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docs: remove clusterless_diffusion design/plan scaffolding
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Regression test: zero-encoding-spike local NaN (#32, already fixed)
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