James Stevens(@jamesw_stevens):Today we’re launching Enact: post-training infrastructure that makes robotics models work in the real world. Robotics models fail when execution reaches states their training data never covered. A slip, an off-angle grasp, or an external disturbance can leave the policy without a learned recovery. Enact finds those failures and generates the targeted recovery data teams use to make their models reliable in production. @govindchada @enact

James Stevens

@jamesw_stevens

Co-founder & CEO @enact_labs (YC S26) - pushing 9's for robots | prev @stanford

加入 March 2018

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James Stevens@jamesw_stevens

2026.08.11 14:31

Today we’re launching Enact: post-training infrastructure that makes robotics models work in the real world. Robotics models fail when execution reaches states their training data never covered. A slip, an off-angle grasp, or an external disturbance can leave the policy without a learned recovery. Enact finds those failures and generates the targeted recovery data teams use to make their models reliable in production. @govindchada @enact_labs