AI
Predict Before You Execute: Faster, Smarter AI Agents
AI agents usually follow a slow cycle: generate an idea, execute it, then check the results. This study shows a faster path: teach agents to predict outcomes first, then verify only the most promising options. * They build “execution priors” (inspired by world models) so runtime checks can be replaced by