I think about this chart a lot

A 2025 goal for humanity: longevity escape velocity. Life expectancy increased from 64 to 72.8 from 1990 to 2020. A .29 increase per year. What if we could triple that to 1 year per year by 2027? And then 2 years per year by 2030... 🧵

This is François Chollet discussing deep learning guided program synthesis, reasoning, o-series models and the ARC challenge. We will drop the full video hopefully later today!

Physical Training Bay, Space Station Would you get a membership at this gym?

Wow great visualization of the future

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fantastic👍

We are excited to launch the Perplexity Assistant to all Android users. This marks the transition for Perplexity from an answer engine to a natively integrated assistant that can call other apps and perform basic tasks for you. Update or install Perplexity app on Play Store.

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"Move 37" is the word-of-day - it's when an AI, trained via the trial-and-error process of reinforcement learning, discovers actions that are new, surprising, and secretly brilliant even to expert humans. It is a magical, just slightly unnerving, emergent phenomenon only

No one is saying RL didn’t work for reasoning. The argument is about internal reasoning emergence, not absolute performance boosts with RL. Quite the opposite in fact - we had PPO on Llama 2 base models 2 years ago with verifiable rewards and had 90%+ on GSM8k. We already knew

At Roblox, Stef Corazza is teaching AI how to develop games. On a new ep of Training Data, he discusses Roblox Assistant, building the world's largest multimodal dataset, and the company's new 3D foundation model.

A distillation of our mental models that we use to think about the systems perspective on training and inference at scale. The most important takeaway - you should be able to describe everything about your model with simple equations, and deeply understand how long it should

This is a highly educational and amazing video, everything about LLM, highly recommended it🤔😀👍👍

Ai is getting so goood

Part of the reason for my 3hr general audience LLM intro video is I hope to inspire others to make equivalents in their own domains of expertise, as I’d love to watch them.

Today we’re launching the Anthropic Economic Index, a new initiative aimed at understanding AI's impact on the economy over time. The Index’s first paper analyzes millions of anonymized Claude conversations to reveal how AI is being used today in tasks across the economy.

This is so gooood👍

My feed has been inundated with posts of Grok 3 making basic arcade games. But llms from years ago could make decent arcade games, not news. So I ran a one-shot test to determine how well it fared again other frontier models in creating a 3D game with room for it to come up with

do things manually before you automate it do things yourself before you hire for it do things uneconomically before you make it cheap do things before you stop yourself from doing things