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Phase 15: re-measure parity under the finished epic (#351) - #356

Merged

neuromechanist merged 64 commits into

feature/issue-324-epic-mlx-first-classfrom

feature/issue-351-phase15-final-parity

Sep 24, 2026

Commits on Sep 23, 2026
Commits on Sep 24, 2026
- Record the Newton independent-seed fits
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- Record the same-session 70-channel timing check
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- Record the unseeded-start check of the issue-145 binary
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- Mark the sections of the validation guide that predate the epic
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- Pin every reference setting in the Table 1 and run scripts
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- Re-state the Newton-enabled basin results
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- Give both matching seeds in the paper
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- Rebuild paper.pdf
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- Document the ensemble's invsigmin difference
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- Smooth the ensemble protocol sentence
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- Merge remote-tracking branch 'origin/feature/issue-351-phase15-final-parity' into feature/issue-351-phase15-final-parity
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- Address the docs-claims review findings
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- Address the paper review findings
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- Give each ensemble distribution its own line style
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- Label the external single-model figures as pre-epic
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- Reflow the README parity sentence
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- Record the external tier run
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- Fill the external-tier figures and fix rounding slips
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- Rebuild paper.pdf
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- Save the pinned parameter files before Phase 17
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- Merge remote-tracking branch 'origin/feature/issue-324-epic-mlx-first-class' into feature/issue-351-phase15-final-parity
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- Re-check the reference pins after Phase 17
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- Pin do_approx_sphere in the reference settings
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- Record the test runs after the Phase 17 merge
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- Merge remote-tracking branch 'origin/feature/issue-351-phase15-final-parity' into feature/issue-351-phase15-final-parity
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- Add the issue-351 findings record
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- Reword two remaining contrast phrasings in the paper
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  6825d4f
- Rebuild paper.pdf
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  6114c19

Commits

Commits on Sep 23, 2026

Commits on Sep 24, 2026