micro1 launches flow, a data platform turning human expertise into measurable RL capability
Exp_Mark · x · 2026-09-16
micro1 has introduced flow, a next-gen data platform designed to turn human expertise into measurable capability gains.
At its core are Realms, micro1's real-world RL environments where experts define what strong performance looks like. flow-gen models expand human judgment into new environments, rubrics, variations and edge cases, while flow-qc models evaluate performance, surface the highest-value failures and route them back to experts for review.
Each cycle yields a stronger training signal and a measurable capability gain, with gains compounding across frontier models, enterprise agents via Cortex, and robotics.
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