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knowledge: gradient witness evaluation-point caveats - #89

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Jammy2211 merged 1 commit into
mainfrom
feature/gradient-campaign-impact
Nov 2, 2026
Merged

Jammy2211 merged 1 commit into
mainfrom
feature/gradient-campaign-impact

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Summary

Adds knowledge/gradient_witness_evaluation_point.md: a decision rule for reading a gradient.json FD verdict when the evaluation point sits on a symmetry of the problem. It covers:

  • the border-relocator tie gradient (PyAutoArray#672);
  • the Isothermal core at an odd-grid point at the prior medians;
  • why the phase-6 campaign cells are clear of both;
  • the point mislabel on the standard cells;
  • the smallest-step autodiff-vs-FD check.

It cites the autolens_profiling#515 research note at its pinned commit (9af783c9).

Scripts Changed

  • None. Documentation only: knowledge/gradient_witness_evaluation_point.md. It is listed automatically in the setup browser's knowledge links.

Test Plan

  • python -m pytest tests -q (380 passed) and bin/pyauto-pulse check --offline pass locally.

Generated by the PyAutoLabs agent workflow.

🤖 Generated with Claude Code

…ing#515)

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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