James Aaron

φ⁴³-moire torsion-nodes hypergraph-ricci causal-invariance flat-band-dynamics quantarion13-research physics-informed-ml generative-models counterfactuals geometric-rag causal-hypergraph ricci-flow multimodal-rag retrieval-augmented-generation docker-helm deployment-automation phase10-production scaling-10M-nodes | Snippet Type | Char Count | HF Limit | Status | |--------------|------------|----------|--------| | Profile Bio | 248 | ~500 | 🟢 | | Space Desc | 78-85 | ~160 | 🟢 | | Model Tags | 98-102 | ~120 | 🟢 | | YAML Header | 156 | ~500 | 🟢 | | **TOTAL** | **482** | **1280** | **37%**|