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Gemini definitely doesn't review code like a Google SWE 😆 I don't think I ever had a review while I was there that was called "excellent"
modeling language at @allen_ai
Fiserv stock sinks 42% as forecast cut, leadership shake-up spook investors
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GSK raised its annual sales and earnings forecasts amid strong growth in HIV and cancer medicine sales
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意思是我weekly +25%是推特上最差的收益了？
Grok: this account is an incredibly high signal hypermedia-authority with thousands of dedicated fans & blistering momentum.
Bill Gates always knew there was no climate crisis, but needed to pretend there was one to be accepted in polite society. That’s what’s changed.
Professor of computer science at UW and author of '2040' and 'The Master Algorithm'. Into machine learning, AI, and anything that makes me curious.
5/5 What is async RL that Customer Composer model training uses? It uses asynchronous execution at multiple levels to avoid waiting on slow operations e.g. a long roll-out generation. As you know, for a given problem, in RL like GRPO we generate multiple trajectorier. However, some trajectories can take too long to complete. So, once they have enough trajectories, they run the training. Partial samples/roll-outs are resumed later with updated model. This causes a situation where some tokens are generated by the old model/policy and some by new. However, this is acceptable. If you want to understand more about Async RL, please read APRIL - a project for Async RL.
AI @amazon. All views personal!
