Tinker is cool.
If you're a researcher/developer, tinker dramatically simplifies LLM post-training. You retain 90% of algorithmic creative control (usually related to data, loss function, the algorithm) while tinker handles the hard parts that you usually want to touch much less…
Tinker is cool.
If you're a researcher/developer, tinker dramatically simplifies LLM post-training. You retain 90% of algorithmic creative control (usually related to data, loss function, the algorithm) while tinker handles the hard parts that you usually want to touch much less…
Here's my conversation with @demishassabis, CEO of Google DeepMind, all about the future of AI & AGI, simulating biology & physics, video games, programming, video generation, world models, Gemini 3, scaling laws, compute, P vs NP, complexity, energy (solar & fusion), and much…
6 Essential reads on core AI/ML topics:
▪️ Foundations of LLMs by Tong Xiao and Jingbo Zhu
▪️ LLMs Post-Training: Surveying Techniques from Alignment to Reasoning
▪️ Agentic LLMs, a survey
▪️ A Survey of Context Engineering for LLMs
▪️ A Survey of Generative Categories and…
Our latest book on the mathematical principles of deep learning and intelligence has been released publicly at: ma-lab-berkeley.github.io/deep-represent… It also comes with a customized Chatbot that helps readers study and a Chinese version translated mainly by AI. This is an open-source project.
My message to students in Korea:
Technology is today's magic
Great technology is like magic — only it's better. With a magic trick, once you learn the secret, the magic disappears. But with technology, the magic is still there, and the more you understand, the more powerful it…
I got a comprehensive update on 'mech interp' from @NeelNanda5 at Google DeepMind.
Neel helped make reading AI minds into a thriving field of ML.
But he has had a change of heart: it's not the silver bullet he once hoped and many others still believe it to be.
Still, they've…
# on shortification of "learning"
There are a lot of videos on YouTube/TikTok etc. that give the appearance of education, but if you look closely they are really just entertainment. This is very convenient for everyone involved : the people watching enjoy thinking they are…
1.1M Followers 309 FollowingNYT Bestselling Author of The 5 Types of Wealth. Gave up a grand slam on ESPN in 2012 and still waiting for it to land. Order my book below 👇
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42K Followers 111 Following• Center for AI Safety Director
• xAI and Scale AI advisor
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• PhD in AI
• Analyzing AI models, companies, policies, and geopolitics
47K Followers 106 FollowingAdvancing AI innovation together. Built with devs, for devs. Supported through an open ecosystem. Powered by AMD.
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