Anthropic: Fermat’s Last Theorem formalized in Lean
The proof comprises 13 million lines of Lean code and around 29,500 intermediate theorems.
Models, agents, applications: artificial intelligence put to work on real problems.
Here, artificial intelligence is judged on the evidence: what it does, for whom, at what cost. The section follows models and their measurable progress, agents doing real work, and above all deployments — a hospital screening more patients, a power grid better balanced, a public service answering faster. AI-as-spectacle, productless funding rounds and prophecy get no space.
We favour documented use cases with the numbers attached: how many examinations, what error rate, what savings. Non-Western players — Chinese, Indian, Emirati labs — are covered on the same footing as American ones, because much of the real deployment happens there. Every article cites its sources and separates the prototype from the service in production.
The proof comprises 13 million lines of Lean code and around 29,500 intermediate theorems.
Melody Flip is a plug-in for digital audio workstations, not a one-click song generator.
It can edit images, curate albums and turn concert flyer photos into calendar appointments.
AGIBOT's WORLD 2026 dataset covers 14 industrial and household tasks.
Researchers tested extra trees and gradient boosting on the MIMIC-III dataset.
Geonho Lee and Min-Soo Kim built it as a PostgreSQL extension for targeted query repair.
The publicly available “xhigh” tier scores 61 points on the Intelligence Index.
It targets long-running software engineering, AI agents that can make continuous tool calls, and complex enterprise workflows.
Anglian Water has signed a two-year extension with Samotics for Sam4 monitoring across more than 250 clean water assets.
Gmail, Docs and Notes can be searched, summarized and created using natural language.
MIT Sloan and Johns Hopkins researchers tested personalized human-AI teams with more than 1,200 U.S. participants.
Slackbot can use conversation and Canvas context to create PDFs, images and videos.
ACE-Ego-Hand targets head-mounted egocentric video, analyzing an entire clip in one pass to output both hands’ pose, shape and metric 3D positions.
The rollout initially applies to paying Google AI subscribers on Android and iOS.
University of Southampton researchers tested the DISCERN-AI session with more than 600 participants.
Black patients waited approximately 30% longer than non-Black patients in one machine-learning appointment system.
JanAI surveyed 797 teachers across Uttar Pradesh, Karnataka, Jharkhand and Maharashtra.
Gmail Live finds details in email threads, answers follow-ups and shows linked source messages in a live transcript.