The first general computer action model

Re:The first general computer action model by nee1r on Monday February 23, 2026 @12:10PM (#47125201)

Hey guys! I’m Neel, been holed up in our south park office for the past year working on model training. excited to share our research!

This is a preview of a very different type of computer use model—we train on the internet. Specifically we have 11 million hours of computer video stored on our storage cluster (previously shared https://news.ycombinator.com/item?id=45438496 !) and the model can work in 30 FPS. Since we match the fundamental form factor of computer-use, we can get our model to do CAD, browse websites, and even drive a car using arrow keys. I’m super excited to see what our model can do as we scale more, it's a fun frontier to work on (not language models :) ).

The team and I will be online responding to the comments, so drop any questions.

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Re:The first general computer action model by AndrewKemendo on Wednesday February 25, 2026 @06:14PM (#47159417)

This looks like a really promising approach

In particular the Forward rollout module is very important. It aligns your (effectively) world model with what it expects from the world, and keeping those in sync I think gives this the power it needs to be able to generate the state action pairs to continuously train semi supervised

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Re:The first general computer action model by dangoodmanUT on Wednesday February 25, 2026 @06:15PM (#47159424)

11 million hours of data is a lot, did you have to synthesize it at all, or was it purely collected?

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Re:The first general computer action model by nee1r on Wednesday February 25, 2026 @08:13PM (#47160502)

collected! no synthetic

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Re:The first general computer action model by arkmm on Wednesday February 25, 2026 @07:06PM (#47159959)

Get ready for the acquisition offers.

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Re:The first general computer action model by ilaksh on Wednesday February 25, 2026 @07:25PM (#47160134)

How do I access this? Any HF or API coming?

Any benchmark comparisons to Fara-7B or Sonnet 4.6, Qwen 3.5 etc.?

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Re:The first general computer action model by dr_dshiv on Thursday February 26, 2026 @08:15AM (#47165633)

Cool! Isn’t this what cursor initially tried to do before they pivoted? Hence cursor?

Must have been really hard. What was the breakthrough?

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Re:The first general computer action model by xianshou on Thursday February 26, 2026 @10:11AM (#47167147)

Great work! Why no benchmarks though?

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