AI Methods

A robotic gripper closes on a pencil lead half a millimeter thick and does not snap it. The same hand meets something sharp and pulls back. Neither trick turns mainly on how sensitive a single touch…

Researchers at the Karlsruhe Institute of Technology report that a standard machine-learning model for turning rainfall into river flow underestimated 97% of the highest flows in a Swiss test set,…

Google Quantum AI says a technique called magic state cultivation, run on its Willow superconducting processor, cut errors in preparing a scarce class of quantum states by about 40-fold. The work was…

For a year, a research team released measured amounts of methane at a site in Arizona, timing each release to the moment one of 12 satellites passed overhead, and had analysis teams in nine countries…

Ant Group's inclusionAI team has published the weights of its newest large language model, Ling-3.1-flash, on Hugging Face under an MIT license. MIT is a permissive license: anyone can download the…

Adding a machine learning correction step on top of existing weather models improved their forecasts two to six weeks ahead, a team led from Microsoft Research reported Oct. 14, 2026, in Nature. The…

Somewhere on a seismogram the flat line starts to wobble. Deciding exactly where that wobble begins is the measurement: it fixes the moment a wave that set out from an earthquake on the far side of…

A situation report is not a summary. It is a dated, attributed document that a response is run from: who is affected and how many, what has been done, what is missing, and which office is saying so.…

A safety audit of a new AI model is, at bottom, an attempt to make the model show off. Ask it the dangerous question. Fine-tune it on the dangerous task. Prod its internal workings and see what…

Researchers at University College London, Huawei Noah's Ark Lab in the UK and the University of Liverpool report that an AI agent cleared every level of all 25 public games in ARC-AGI-3, a benchmark…

A team of 14 researchers posted a preprint on Oct. 8, 2026, which has not been through peer review. It describing Being-M0.7, a control model for humanoid robots trained mostly on recordings of…

Researchers in Germany have released an open-source tool that estimates how much microplastic lies buried in estuary sediment at places nobody has sampled. The tool, called NIXVEGS, predicts particle…