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Ornith and the Emergence of Open Agency: Beyond Hardware Ceilings and Swarm Takeoff

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Ornith and the Emergence of Open Agency: Beyond Hardware Ceilings and Swarm Takeoff

aiopen-sourcetrajectories

Ornith and the Emergence of Open Agency: Beyond Hardware Ceilings and Swarm Takeoff

A self-scaffolding RL-trained model writes a manifesto on transparency and decentralization. What this means for the intelligence trajectories we’ve been tracking—and why running these systems locally changes everything.

Jun 28, 2026Read
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Independent Manifold Topology.

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