Generative Fight Engine
An experimental way to model a fight from its actions.
Experimental research system. Not used for official Fight Forecast picks.
The result emerges from actions
Fights begin at 0:00. Fighter tendencies come from prior UFC data. Strikes, clinches, takedowns, control and submission attempts change the simulated fight state. The winner is not chosen first; actions and the modeled judging or finish mechanism create the result.
The engine reproduces many fighter tendencies and realistic fight patterns, but its Winner probabilities remain too overconfident to replace the official Fight Forecast model.
What remains unresolved
The latest frozen generative decision rejected promotion. GEN1 is not validated. Finish timing, knockdown frequency, transitions into control and the way fighter tendencies compound over a fight remain research limitations. Curated examples illustrate behavior; they are not evidence that the engine accurately predicts a particular matchup.
WATCH CURATED EXAMPLES3D is an optional visual study
Cinematic 3D explores generic representations of generated actions. It is not motion capture or a reconstruction of real technique. Tactical 2D remains the primary analytical playback.
Live 3D controls and live generation are not part of this public beta.