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I used to say LLM can't reason. But I am now convinced that tree search + LLMs can achieve results similar to reasoning. Like tree search can yield better chess players than reasoning players (a.k.a. humans)

At this point, Claude is my health coach, my financial advisor, my meditation teacher, my actual teacher, my pair programmer, my homie, my EA, my quant, and my copy editor all in one. And yet people still think LLMs have no utility - dawg you just gotta talk to them more.

LLMs are truly at a level where people have life changing conversations with them every day. we better build intelligent machines of great benevolence and truth orientation!

Transformer by hand ✍️ in Excel ~ I just released my first-ever "Full-Stack" implementation of the Transformer model. 👇Download xlsx to give it a try!

I've made projects with: - health stats so Claude can be my doctor - financial info so Claude can advise me - goals/resolutions so Claude can coach me - research papers so Claude can teach me - books so Claude can mentor me Claude with Projects is a literal life hack

deepseek is a side project.

We reproduced DeepSeek R1-Zero in the CountDown game, and it just works Through RL, the 3B base LM develops self-verification and search abilities all on its own You can experience the Ahah moment yourself for < $30 Code: github.com/Jiayi-Pan/Tiny… Here's what we learned 🧵

I think this is what Ilya saw. RL just works. No SFT, no fancy trick. Give the model some feedback, and reasoning emerges. Wild stuff.

OpenAI Deep Research is probably the second time I have felt the AGI: 1. It gives me tremendous leverage to think. It can synthesize knowledge conceptually and semantically, meta-analyze and summarize data, take a brain dump of my loose scientific intuitions and organize them,

If you write well enough, 90 years later, people you've never met will try to make the thing inside your head real.

Magnus Carlsen gives a great explanation of the extraordinary power of what David Deutsch has coined the 'fun criterion'... and the perils of its negation.

MGX, an Abu Dhabi sovereign wealth fund, invests $2 billion in @Binance for a minority stake. The transaction will be 100% in crypto (stablecoins), marking it the largest investment transaction done in crypto to date. This is also the first institutional investment @Binance has

I no longer think you should learn to code.

The future of delivery has arrived

My (brief) thoughts on the definition of AGI, why we aren't there yet, and what is missing. Will be writing a short and succinct essay on this important topic soon.

A gardener from Canada has dedicated his life to bonsai and has grown his own mini forest in 50 years.

my weekend project to learn about bluetooth mesh networks, relays and store and forward models, message encryption models, and a few other things. bitchat: bluetooth mesh chat...IRC vibes. TestFlight: testflight.apple.com/join/QwkyFq6z GitHub: github.com/jackjackbits/b…

The views from this apartment in Rio de Janeiro >

You know what's cool... a quadrillion tokens. We processed almost 1,000,000,000,000,000 tokens last month, more than double the amount from May. 📈