Rewritten 2026-08-30: router/mHC/KDA aux kept unquantized. 4bit=QUASAR-init (KL -8.5% vs RTN). ~29-33 tok/s on M3 Ultra. Receipts in each repo.
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avlp12
AI & ML interests
MLX quantization, Apple Silicon inference, MoE models, local LLM deployment, medical AI, geopolitical early warning systems, humanoid robotics, semiconductor/memory markets, multi-agent systems
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