Unverified50% confidenceOpinionExact time
During the cold-start phase when AI first engages with an unfamiliar workflow, it requires extensive probing of interfaces, parameters, and feedback mechanisms, after which execution speed will significantly improve once a stable calling pattern is established.
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50%
Confidence
Long-term
Relevance
9/30/2026
First Seen
Sources
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