graphwiz.aiThe $10K Local Inference Stack: MiniMax M2.7 for Extraction, PyMC for Calibrated Probabilities
A split architecture for local AI — MiniMax M2.7 extracts signals, PyMC's NUTS sampler produces calibrated posterior distributions. No cloud dependency, no LLM probabilistic reasoning, no API keys in production.
inferencepymcbayesian-inferencenvidiaminimax-m2.7nvidiageopolitical-riskself-hosted-ai