We published new research with Harvard on the shift from chat interfaces to autonomous agents like Computer. Over 3 months, findings show workers using Computer finish tasks in 87% less time at 94% lower cost than Search alone, with higher satisfaction. https://t.co/qmcUqcj8CI

To compare the two products, we built 10,000 matched pairs where the same user asked near-identical queries to both Search and Computer, and Computer ran at least one execution tool. We then priced human time using BLS wages.
Search is cheap to start but costly per step, since the human runs each one. Computer costs more upfront to delegate and verify, but little per step, since the agent runs the steps. It pays off once a task is long enough to clear that fixed cost, expanding the affordable frontier of work worth attempting.

Cumulative Computer queries reached 84x their first-week level by the end of the study. Most of them knowledge work queries. Research and analysis (25.8%) and document and asset creation (18.6%) lead, concentrated in software, finance, and marketing.

Delegation carries a fixed setup and verification cost that only pays off past a task-length threshold, which is a usable rule for deciding what to hand an versus do interactively.
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