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Probably nothing

huge step toward self-improving LLMs this paper introduces a new way for llms to improve without external rewards the result: • matches RLHF on math • +60% improvement on code benchmarks • learns to reason step by step • scales from 1b to 14b • fast convergence in ~10 RL

Every day AI gets a little better. This means today is the worst AI will ever be. If you think it's hard to know what's going on *now*, I have terrible news for you. The next decade is going to be very interesting.

Yeah nah it’s probably nothing

Probably nothing

Write what you know, but try to know more.

Learn to make preserved lemon. It’s more versatile than lemonade.

Basically the same movie

Really enjoyed getting to nerd out about malware, reverse engineering, AI, and cyber warfare on the Complex Systems podcast with Patrick McKenzie: complexsystemspodcast.com/episodes/machi…

Why is Bitcoin's price stuck? There are billions in inflows from ETFs and treasury companies and the supply of newly mined Bitcoin is miniscule compared to these flows. What gives? One answer is that there's lot of paper Bitcoin flowing around suppressing the price. I do not

NEW: 🇯🇵 Japanese video game developer ‘Gumi’ purchases 80.352 Bitcoin for its treasury reserve.

BIG NEWS: WE NOW ACCEPT #BITCOIN AS PAYMENT Fix the money, fix the world.

TIL telling a model to "carefully review my instructions, your answer, and UNFUCK yourself" isn't good prompt engineering. But it does feel good.

SEAL: LLM That Writes Its Own Updates Solves 72.5% of ARC-AGI Tasks—Up from 0% This is a breakthrough that is rarely seen and could open up undreamt-of possibilities. In the following, I will go into more detail and summarize this breakthrough:

Sleep deprivation will make you an animal and powerless to stop the bad instincts. Prioritize 7-8 hr each night. Build your life around it.

Introducing your arXiv Research Agent A personal research assistant with access to arXiv + bioRxiv + medRxiv + Semantic Scholar. Upload drafts, conduct literature reviews, get insights across millions of papers MCP support coming soon 🚀

Machine Learning Meets Malware. If cognition becomes an API call and malware can be reverse-engineered by an LLM, then what’s left of “zero trust”? Caleb Fenton joined Patrick McKenzie for a chat on AI, nation-states, and the new front in software security. 🎧complexsystemspodcast.com/episodes/machi…

Probably nothing

I got a cease and desist from DocuSign for my free SaaS. A couple of months ago, I saw a tweet from Andrew Wilkinson: “I just found out how much we pay for DocuSign and my jaw dropped. What's the best alternative?” Me being naive, I thought “how hard could would it actually be to