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finally … really useful
Always worth the wait.
Lucas Beyer - Computer Vision in the Age of LLMs youtube.com/watch?v=kxO6AR… 'the grass is eating the horse'
Today we're putting out an update to the JAX TPU book, this time on GPUs. How do GPUs work, especially compared to TPUs? How are they networked? And how does this affect LLM training? 1/n
Slides for my lecture “LLM Reasoning” at Stanford CS 25: dennyzhou.github.io/LLM-Reasoning-… Key points: 1. Reasoning in LLMs simply means generating a sequence of intermediate tokens before producing the final answer. Whether this resembles human reasoning is irrelevant. The crucial…
meaning, even current multiturn tool calling agent is a temporary scaffold, useful one though.
meaning, even current multiturn tool calling agent is a temporary scaffold, useful one though.
AI models “think” in two ways: - in the latent space over layers - in the token space over a sequence Latent space = natural talent, chain of thought = hard work. Just like for humans, hard work can get you far, but talent sets the ceiling. This is why pretraining can’t die.
Check out Jason’s new work on RL tricks. Lots of ablation studies comparing popular techniques like Clip Higher 🤩
Check out Jason’s new work on RL tricks. Lots of ablation studies comparing popular techniques like Clip Higher 🤩
45mm stack height is too much. running shoes are running out of control ...
Today was my last day at xAI, the company that I helped start with Elon Musk in 2023. I still remember the day I first met Elon, we talked for hours about AI and what the future might hold. We both felt that a new AI company with a different kind of mission was needed. Building…
I strongly agree with this
only 24% plus sub, 7% free user using reasoning model ... til: 1. consumer ai has first mover advantage and saturate at fairly low intelligence level. most people won't need a team of phd in the pocket, but it sounds cool. 2. basic intelligence at scale is strategically…
only 24% plus sub, 7% free user using reasoning model ... til: 1. consumer ai has first mover advantage and saturate at fairly low intelligence level. most people won't need a team of phd in the pocket, but it sounds cool. 2. basic intelligence at scale is strategically…
1. ai would be better at most tasks than 99% humans 2. ai could be decent, loving, truth seeking partner they are not mutually exclusive future.
1. ai would be better at most tasks than 99% humans 2. ai could be decent, loving, truth seeking partner they are not mutually exclusive future.

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