In four simulated tasks, one agent serving everyone beat teams of per-user agents from Anthropic, OpenAI and Alibaba. Three environments are out as MAMUBench.
A critical use-after-free in MongoDB Server's replication code is reachable without credentials. Fixes are out for 4.4 through 9.0. Patch every member.
LTX-2.5 is open weights with per-second API prices up to 4K. Vidu Q4 Preview takes 15 reference images and ranks higher on image-to-video. Checked 12 Nov.
Since 10 November, stolen GitHub logins have opened probe PRs in 60,000+ repos, then pushed a stealer that grabs CI secrets and deletes its own run logs.
ACE Studio's ACE Music v1 leads AA-Music-Vocal at 1160 Elo to Suno v6's 1144, but the 95% intervals overlap. Browser app only; a Flash model is due open.
Google's 10 November Antigravity post rolls Gemini 4 Carbon into the App, CLI and IDE extensions for AI Ultra, and previews /swarm on Pro and Ultra in the App and CLI.
PAN 2 pairs a language model that plans the next world state with a 29B video model that renders it, up to 20 seconds. Weights and code are Apache 2.0.
AWS Emulator is a free, CC0 local stand-in for AWS APIs, written in Rust. AWS says autonomous agents wrote and maintain every line, with no human review.
OpenAI drops Advanced and Standard voice from ChatGPT on 11 December 2026. GPT-Live takes over; live video and screen sharing stay on Advanced for now.
Relate is an Apache 2.0, in-process graph database in Rust with Cypher, vector search, a CLI and an MCP server. Neo4j calls it an experimental Labs project.
AIR Security says Anthropic's docx, pptx and xlsx skills load a LibreOffice shim from a fixed temp path without checks. Anthropic calls it out of scope.
Praxis-1 weights, inference and fine-tuning code are public under Apache 2.0. The quick start needs one 80 GB GPU; Runway's benchmark numbers are its own.
Gemini Decision 1 answers up to 1,000 yes/no, choice or rubric questions per call over text, images, audio, video and PDFs, at $0.10 per million input tokens.