Verifier-backed workflow data for CUA
CUA workflow data needs verifier audits, pass@k distributions, failure traces, and contamination controls to be useful.
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Latest notes
Computer-use data, environments, and evaluation.
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Why computer-use agents need RL environments
For computer-use agents, the bottleneck is not only RL algorithms. It is the supply of verifiable workflow environments.
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What counts as good computer-use data?
Good CUA data is workflow data with verifiers, eval splits, failure traces, and evidence that it improves computer-use agents.