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Document one-step distilled specialists in MNEL architecture - #18

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epi13 merged 1 commit into
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docs/one-step-distilled-specialists
Aug 30, 2026
Merged

Document one-step distilled specialists in MNEL architecture#18
epi13 merged 1 commit into
mainfrom
docs/one-step-distilled-specialists

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@epi13 epi13 commented Aug 30, 2026

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Summary

  • add ADR 0003 establishing one-step distilled specialists as a MNEL learned-provider pattern;
  • distinguish one learned forward pass from snapshot construction, deterministic checks, verification, and escalation;
  • define MNEL/MNCS/Forge/Fabric/Harness ownership and evidence-based admission requirements;
  • update the roadmap to call for teacher, baseline, control, calibration, abstention, and transfer measurements.

Validation

  • Documentation-only change.
  • Compared main with docs/one-step-distilled-specialists: five expected documentation files, one commit, no unrelated changes.
  • GitHub Actions CI should run the existing Python and Rust verification suites.

@epi13
epi13 merged commit 8bf5629 into main Aug 30, 2026
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@epi13
epi13 deleted the docs/one-step-distilled-specialists branch August 30, 2026 19:01
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