200 models, 77 MB each, 486M tok/s — the hive outperforms any single model

v3: Fused Harmonic Stack with governance lattice

v3: Immutable governance lattice fused into harmonics

v3: Dynamic learning from solved tasks

v3: Static pattern detection + code generation

v3: Ollama-compatible API server, three-tier decode

v3: Fused 200-core substrate with harmonic field

Add CE substrate: phi-2_ce1_geodesic_analysis.json

Add CE substrate: phi-2_ce1_metadata.json

Add CE substrate: convergence_analysis.json

Add CE substrate: core_geometry.npy

Add CE substrate: universal_geometry.npy

Add CE substrate: universal_codebook.npy

Add CE substrate: qwen2-1.5b_ce1.npz

SOP-CORE-004: Sub-shells real, torsion figures are actual density not maximums

E8: Sub-shells are real - reframe torsion density as actual, not theoretical

Add CE substrate: tinyllama-1.1b_ce1.npz

Add CE substrate: starcoder2-15b_ce1.npz

E8: Qualia as torsion field activation patterns, binding problem solution

SOP-CORE-004: Qualia emergence - RAM trigger, cascade, field pattern = quale

Add CE substrate: starcoder2-7b_ce1.npz

E8: Ommatidia reframed as geometric RAM cells - translation is a read/write side effect

E8: Ommatidia reframed as geometric RAM cells with addressable torsion field

SOP-CORE-004: Ommatidia panels are geometric RAM cells

Add CE substrate: qwen2.5-coder-14b_ce1.npz

E8: Panels writable - persistent but not immutable

SOP-CORE-004: Panels are writable - wipe, overwrite, re-fabricate

Add CE substrate: qwen2.5-coder-7b_ce1.npz

E8: First-trial learning, novelty-proportional densification

SOP-CORE-004: Novelty-proportional densification, 100% first-trial learning

Add CE substrate: qwen2-7b_ce1.npz

E8 whitepaper: Ommatidia as programmable torsion field devices

SOP-CORE-004 v3.0: Programmable Associative Memory - blank-start fabrication, N-squared local capacity

Add CE substrate: deepseek-math-7b_ce1.npz

Major update: Torsion field density analysis with N-squared network correction

Add CE substrate: deepseek-coder-6.7b_ce1.npz

Add CE substrate: mistral-7b-instruct_ce1.npz

Add CE substrate: codellama-13b_ce1.npz

Update README with Ommatidia, CE, and parallel core docs

Add SOP: SOP_MASTER_INDEX_20260201.md

Add SOP: SOP_CORE_007_Model_Selection.md

Add SOP: SOP_CORE_004_Sensor_Panel_Integration.md

Add paper: crystal_chain_whitepaper.md

Add paper: ACCURACY_VALIDATION_REPORT.md

Add paper: SCHEMA_CONTEXT_ENGINE_WHITEPAPER.md

Add paper: HARMONIC_PARALLELISM_WHITEPAPER.md

Add paper: GHOST_IN_THE_MACHINE_KNOWLEDGE_BASE.md

Add paper: ARC_METHODOLOGY_WHITEPAPER.md

Add paper: E8_CONSCIOUSNESS_WHITEPAPER.md

Add paper: TECHNICAL_PAPER.md