ApprenticeBench:GPT-6 Astra 在真实岗位上持续学习并超越人类
新基准把 computer use 和持续学习放进真实工作,称 Astra 与 Fable 5.1 能在岗位上边干边学并超过人类从业者。
Introducing ApprenticeBench: computer use + continual learning on a real job. We show Fable 5.1 and GPT-6 Astra can now continually learn on a job and surpass human professionals. A decisive step change in AI's job readiness. No FDEs. Agents deploy themselves into the job. 🧵

GUI vs. API, what's the future for computer-use agents (CUAs)? For the first time, we show quantitative evidence for the rapid progression of Claude and GPT models on CUA/GUI capabilities. Fable 5.1 and GPT-6 Astra can use GUIs just as well as APIs. No more CUA tax. Other models still have a large room to catch up. Grok 4.6 is strong with APIs but degrades by 71% on GUIs.
