Pre-execution safety architecture for Copilot-class LLMs. Core (ATML 0020–0048) archived. Active layers: CEL (0049), DUCL (0050), PGP (0051). The repository also includes locked_in_afazja_meta.md. Status: REPO CLOSED — architecture finalized and archived.
research sandbox pgp adr affective-computing ai-safety cel neurodiversity aphasia-help aphasia-therapy llm-safety pre-execution-safety homeostatic-gating child-env-layer ducl nonlinear-interaction yaml-tests aphasia-llm-help
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Apr 17, 2026 - Python