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Picture a weather model. Its job is not to label a picture but to take one continuous field (the temperature and pressure and wind across every point of the atmosphere at noon) and return another…
Ask a generative model trained on a database of known crystals to invent something new, and it faces a quiet contradiction. Everything in its training rewarded it for producing structures that look…
The microphone button keeps moving closer to the middle of the screen. Assistants now open in voice mode, cars and headphones take dictation, and the implicit promise is that speaking a question and…
European data-protection practice contains a small thought experiment. Imagine a stranger who is reasonably competent, has access to public records and search engines, and genuinely wants to work out…
Imagine two people on the phone, each holding a photograph. Neither can see the other's. Their job is to decide whether the two pictures are the same and, if not, to find the difference. This is a…
A ball comes in at a humanoid robot standing in a Caltech lab. It has no motion-capture rig watching the room, no external tracker, no operator feeding it coordinates. All it has is a camera on its…
Every quantum computer that corrects its own errors is running a race against itself. The hardware measures its qubits over and over, thousands of times a second, and each round produces a small…
The hardest part was never the motor. It was the listening. When a person's hand still works, the brain sends a clean order down the nerves and the muscles snap to it. Amyotrophic lateral sclerosis…
Time on a synchrotron beamline is one of the scarcer resources in experimental science. These facilities (building-sized machines that whip electrons around a ring to produce intense X-rays) are…
Ask a large language model why it answered the way it did and it will happily tell you. The problem is that the answer it gives and the computation it ran are not the same thing. Somewhere inside, a…
A launch chart and an independent audit looked at the same model this week and came away telling almost opposite stories. On 26 June, OpenAI previewed GPT-5.6 "Sol," presenting its own benchmark…
Picture a cloud of specks too small to see without a microscope, drifting through a maze of obstacles none of them has ever encountered. No one is at the joystick. The specks fan out, squeeze through…