The most important papers, decoded.

Cerebras Wants $26.6 Billion From Public Markets. OpenAI Is 87 Percent of the Business.

JWST Just Did Geology on a Planet 48 Light-Years Away

Io Is Ten Times More Volcanic Than We Thought. That Is Not the Story.

Supercharging LLM inference on Google TPUs: Achieving 3X speedups with diffusion-style speculative decoding

The benchmarks that would make AI research autonomous are already being solved. What happens after that?

The Atomic Secret Behind Your Ultrasound Machine Was Hiding in Plain Sight

Three Nights of Drones Breach Moscow's Air Defense, Exposing Cost Flaw

The Simulation That Validated Cosmology — and the Black Hole Problem It Couldn’t Solve

Revised with Joop Schaye’s comments: COLIBRE’s sonified galaxies made fly-by-triggered star formation audible, while Little Red Dots sit below the simulation’s current black-hole resolution.

Photonic chips that never forget

Medicine built the perfect benchmark for AI to beat

AI agents have a talking problem

Scientists built a camera fast enough to catch atoms undressing — and discovered the simulations were wrong

Terence Tao says AI is already changing who gets to do mathematics

OpenClaw’s security mess is really an agent-security vocabulary problem

The boring researcher problem: AI agents and the reproducibility crisis

DeepMind’s medical AI pitch is that the model should act like junior staff

An iPhone scan is becoming a label factory for robot vision

Faithful shopping agents may be leaking what buyers will pay