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NeoCognition

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@NeoCognition

Agent lab for specialized intelligence
San Francisco neocognition.io Joined July 2025
7 Following 2.5K Followers 53 Posts

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NeoCognition Verified account @NeoCognition
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. 馃У
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NeoCognition Verified account @NeoCognition
had a blast at our continual learning happy hour last night.

front-line researchers from pretty much every frontier lab and leading academics joined together to take a break from coding agents and brainstorm 1,000 ways to solve continual learning.

see you next time!
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NeoCognition Verified account @NeoCognition
We are beyond excited to have you join us!
Yu-Xiang Wang Verified account @yuxiangw_cs Sep 10
Excited to share that I鈥檝e taken leave from UCSD and joined NeoCognition as Director of Machine Learning. Since July, I鈥檝e been working closely with a talent-packed team on a strategic bet. Today is the day that we release details on part of what we鈥檝e been building. 馃У1/n
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NeoCognition Verified account @NeoCognition
CUAs will be the new default gateway to the digital world
Yu Su Verified account @ysu_nlp Sep 3
this may mark the day when computer-use agents go mainstream.

still remember the early days of building Mind2Web (osu-nlp-group.github.io/Mind2Web/) with @XiangDeng1 @hhsun1 and co back in 2022. no CUA infra existed. had to build everything from scratch to turn the chatbots into CUAs.

GPT-4 got a 2% success rate and we considered it a big win, because it was almost unimaginable that an AI agent can just go to an arbitrary website and do any meaningful tasks successfully.

in just under 4 years, CUAs have become ready to be the main way for people to interact with the digital world.

it took a village to get here. exited about the next chapter of CUAs!
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