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#minimax-h3

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01 ·Time Series·★ MEMBER·PAPER·12 min read H3-World, Explained — Turning Language Understanding into World Control How to turn a 33B video generator into a controllable world model without bolting on an action module: express actions as sentences, bind each sentence to a video-latent interval, and use attention routing to stop the crosstalk. Only 0.199% of parameters are trained.