Unverified50% confidenceOpinionExact time
In human-AI collaboration, many failures do not originate from the model being insufficiently intelligent, but occur at handoff junctures—such as how model outputs are validated, how they are taken over by humans, and how they feed back into the next step of the workflow.
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9/23/2026
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