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A carmaker control tower where a 3B local model only reads the messages and a knowledge graph decides what to do. 15 events, 768 calls, 0 failures.
HouseEdge predicts each slot machine's next payout from patterns in its recent spins and adjusts when those patterns flip, scoring 55.6 out of 60 where the pooled reference gets 30.
A heads-up Short Deck Omaha bot that simulates every decision, learns its opponent mid-match, and was tested against twenty bots built to beat it.
