This repository was archived by the owner on Jun 12, 2026. It is now read-only.
Tags: ariannamethod/leo
Tags
feat: Resonance Tensor + CoA + shutdown fix + rolling release Two Opus research discoveries implemented: - Resonance Tensor (Ψ): cross-signal geometric mean agreement, 21 learnable params (7×7 coherence matrix), Hebbian learning - CoA (Coactivation Attention): D.N.A. coactivation pairs as attention via inverted index + destiny gate - Subword Bridge: BPE D.N.A. lifted to word-level bigrams (5075 connections) Dario Equation now 9 signals: B + α·H + β·F + γ·A + sw·S + r·R + T + λ·Ψ + c·C Also: fix goroutine shutdown race (SIGSEGV on Close), remove version numbers (rolling release), update speech examples. 69 tests green. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
v2.1.0: clarify D.N.A. ancestry, gitignore test artifacts, update lin… …e count - README: make explicit that "zero pretrained weights" means D.N.A. structural geometry inherited from trained Llama 3 ancestor (checkpoint discarded) - README: bump version 2.0 → 2.1, update line count 3000+ → 5000+ - .gitignore: add tests/*.md, tests/*.py, tests/test_leo to prevent Python-era test artifacts from leaking into releases Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>