Mark McQuade Started Small. Then He Bet $20 Million on Open-Weight AI

Arcee AI began by making other people’s models more useful. Three years later, McQuade and a compact team trained a 400-billion-parameter model of their own - and turned a career spent translating technology into a wager on ownership.