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prompt: ship curvature-floor-scale-aware-prototype (#111) → complete
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active.md

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# Active Tasks
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## curvature-floor-scale-aware-prototype
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- issue: https://github.com/PyAutoLabs/autolens_profiling/issues/111
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- pr: https://github.com/PyAutoLabs/autolens_profiling/pull/112
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- prompt: active/curvature_floor_scale_aware_prototype.md
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- session: chatgpt-work
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- status: awaiting-merge
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- validation: 24 tests passed; ruff, scoped format, compile, NumPy/JAX scan, README and smoke passed; GitHub lint pending
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- result: corrected the Phase 2 denominator to the entries actually floored; max affected-entry fraction 4.457e-5, so no production-default change is recommended from this fixture
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- repos:
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- autolens_profiling: feature/curvature-floor-scale-aware-prototype
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## pix-prodigy-gpu-compat
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- issue: https://github.com/PyAutoLabs/autolens_workspace_developer/issues/125
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- pr: https://github.com/PyAutoLabs/autolens_workspace_developer/pull/126 (OPEN, mergeable)

active/curvature_floor_scale_aware_prototype.md renamed to complete/2026/08/curvature-floor-scale-aware-prototype.md

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## curvature-floor-scale-aware-prototype
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- issue: https://github.com/PyAutoLabs/autolens_profiling/issues/111
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- completed: 2026-08-13
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- workspace-pr: https://github.com/PyAutoLabs/autolens_profiling/pull/112
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- merge-commit: 4456ac6f1fb663775c3f14cf182b582017fc3db2
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- summary: Corrected the Phase 2 conditioning denominator to the curvature entries actually floored. The absolute policy reaches at most 4.457e-5 of their scale; a calibrated scale-aware counterfactual is stable, but this fixture does not justify changing the PyAutoArray default.
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- validation: GitHub Actions lint run 31755169773 succeeded; 24 local tests passed; ruff, scoped format, compile, NumPy/JAX scan, README, and smoke checks passed; no review threads.
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- source-changes: none; profiling and generated evidence only.
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- release: not performed; the merged PR retains the pending-release label.
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## Original prompt
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# Prototype a scale-aware curvature-diagonal floor
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Type: research

complete/index.md

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only then grep a dated bucket. Curators: edit the band between the CURATED
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markers; everything below GENERATED is rebuilt.
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978 records across 7 buckets.
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979 records across 7 buckets.
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<!-- CURATED:START -->
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## Highlights
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- [conductor-discovery-lifecycle-split](2026/08/conductor-discovery-lifecycle-split.md) — closed on merge
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- [covariance-interpolator-rng-seed](2026/08/covariance-interpolator-rng-seed.md) — auto-closed by the merge
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- [curvature-diag-doc-config-drift](2026/08/curvature-diag-doc-config-drift.md) — Aligned PyAutoArray's curvature-diagonal helper and Settings docs with the packaged 1e-3 default; numerical behavior unchanged.
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- [curvature-floor-scale-aware-prototype](2026/08/curvature-floor-scale-aware-prototype.md) — Corrected the conditioning denominator to the entries actually floored and found no evidence for changing the production default from this fixture.
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- [database-guide-sample-weight-threshold](2026/08/database-guide-sample-weight-threshold.md)`guides/results/database/start_here.py` ran its own Nautilus fits capped at n_like_max=300 then indexed sample…
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- [delaunay-nn-laptop-gpu-profile](2026/08/delaunay-nn-laptop-gpu-profile.md) — Added the CPU, RTX 2060, and A100 DelaunayNN profiling sweep and result artifacts at matched PyAuto source rev…
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- [dep-floors-source-chain-ci](2026/08/dep-floors-source-chain-ci.md)

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