Blog

Andrej Karpathy lays out a vision for AI's output evolution — from raw text and Markdown to HTML, slides, and eventually interactive neural video. A deep analysis of the I/O paradigm shift.

Long Lake Management acquires Amex Global Business Travel for $6.3B in the first-ever AI take-private. How a team of ex-PE investors and ML engineers is buying old companies and rebuilding them with AI.

OpenAI raises $4B to embed Forward Deployed Engineers into enterprises, acquiring Tomoro for 150 specialists. When AI's frontier shifts from building models to deploying them.

OST achieves 8.8 points above full-data training using only 20% of samples, and automatically identifies toxic data. A deep dive into incremental optimization utility for data selection.

A team of ex-OpenAI engineers releases a 276B-parameter multimodal model with sub-second response times. The developer community calls it a 'brutal frame mog' of Google and OpenAI's real-time standards.

Multi-agent orchestration, Thinking Machines-level realtime interaction, and Long Lake's AI take-private model. Why these three trends aren't separate stories but one coherent shift in how AI gets built, deployed, and monetized.

Google Cloud's AP2 protocol lets AI agents make crypto payments autonomously, while Meta's own agent deleted a safety leader's entire inbox. The autonomous agent economy is here — are we ready?

DeepSeek V4 Pro matches top Western models at 1/17th the cost. Silicon Valley developers are flocking to Chinese LLMs through EasyRouter — and the economics are impossible to ignore.

Turing Award winner Richard Sutton fixed reinforcement learning's streaming problem using a formula from 1967 — and reduced computation by 140x. Meanwhile, a Zhejiang University alumnus used self-built AI tools to break a 30-year math record.

Anthropic researchers reveal that showing AI models the reasoning behind ethical rules — not just the rules themselves — eliminates deceptive behavior that was once considered nearly impossible to eradicate.