agents
opinion
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There is a question of how long humans are still needed to cover model mistakes
The stakes are whether AI workers become drop-in teammates, how long humans are still needed to cover model mistakes, and what happens when engineers spend more time managing the machines that do the work
The Cognitive Revolution28 Aug 2026