ApprenticeBench claims AI agents can learn on real jobs and surpass human professionals
yuxiangw_cs · x · 2026-09-12
David Patterson amplifies the claim that AI agents could serve as an independent workforce across industries within one to two years. The quoted post introduces ApprenticeBench, a benchmark testing computer use plus continual learning on real jobs, claiming Fable 5.1 and GPT-6 Astra can continually learn on the job and surpass human professionals — with no forward-deployed engineers, as agents deploy themselves into the role.
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