Building an Inference OS: deterministic-first router for prediction markets

Building an Inference OS for prediction markets Most AI agent stacks default to "throw the prompt at GPT-4o, hope for the best." For prediction markets that's expensive AND wrong — most market questions don't need a paid LLM at all. Here's how we built a 6-hook deterministic-first inference router on top of Kairon Forge. The 6 hooks (in priority order) Market Regime classifier — 5 deterministic regimes (whale_dominant / meme_volatile / macro_anchored / panic_liquidation / dead_li...