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Notes from the lab.

Every release, run and correction, each dated, signed and linked to what it describes.

  • ReleaseAkeratos Billet and its twin

    Akeratos’s proof of concept is public: a model with 162 million active parameters and a learned 6.0-billion-parameter table, trained on one MacBook Pro, beside a twin with the table off. Code, weights, logs and receipts are open.

    Source:Billet’s model card on Hugging Face, 14 November 2026

    Thomas Nicklin
  • ReleaseAgent harness 2.0.8

    A security patch: it raises the Next.js floor to 16.4.5 after seven advisories published on 3 November 2026.

    Thomas Nicklin
  • ReleaseAgent harness 2.0.7

    A patch release: defect fixes, and a plugin that meets the Claude Code plugin directory’s rules.

    Thomas Nicklin