Autopoiesis Sciences(@autopoiesislab):Reinforcement learning rewards convergence, and convergence is the opposite of discovery. We built the world’s first judgment model from the decisions papers erase: what to pursue, challenge, abandon, and revisit. Columbus-1 autonomously found a zero-click Bluetooth RCE and designed a 10-foot, self-landing rocket.

Autopoiesis Sciences

@autopoiesislab

Building Al that can do science autonomously.

Joined January 2025

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Autopoiesis Sciences@autopoiesislab

2026.07.31 16:02

Reinforcement learning rewards convergence, and convergence is the opposite of discovery. We built the world’s first judgment model from the decisions papers erase: what to pursue, challenge, abandon, and revisit. Columbus-1 autonomously found a zero-click Bluetooth RCE and designed a 10-foot, self-landing rocket.