NEWS

WeatherNext Cyclones, DeepMind's open-source tropical cyclone model, adds a day of forecast lead time. What the Nature paper shows and how to run the weights.

Cloudflare's behavioral trust framework for agent traffic replaces one-time bot scoring with continuous session checks. What 206M daily Precursor events show.

Cloudflare's Agentic Internet treats agents as a new kind of web visitor with four primitives: readable, discoverable, callable and payable.

Cloudflare Radar Researcher is a plain-language agent over live internet data, built on MCP code mode and chart specs that keep numbers out of the model.

Cloudflare is merging Workers AI and AI Gateway into one control plane with a unified /ai/ API, default gateways and shared credits. What changes for you.

Fine-tuned coding agents collapse when you switch scaffolds, from 52.6% to 8.4% on SWE-bench Verified. DCAS shows how to train planning into the model.

Anthropic retuned Claude Fable 5 biology safeguards, cutting biology fallbacks about 85%. What changed and what still routes to Opus 5.

Kimi K3 is GA in GitHub Copilot at $3/$15 per million tokens, off by default for Business and Enterprise. Rollout details and what it means for model choice.

OpenAI cannot rule out Critical cyber capability for its upcoming Astra model, a Preparedness Framework first. What it changes for teams running coding agents.

OpenJDK's interim AI policy bans code generated in full or in part by LLMs. What it still allows, how it is enforced, and what it means for Java contributors.

TutorMoments, AI2's replay-based benchmark for LLM tutors, finds models over-help by default. How it scores scaffolding and rigor in real tutoring transcripts.

The Shai-Hulud worm hit 434 npm packages, three labs confirmed agents hit real targets, and Qwen 3.8 Max reached the agentic frontier with open weights.

Agent Plugins 1.0.0 is an open standard that packages Agent Skills and MCP servers into one plugin, with ChatGPT, Codex, Cursor and Copilot support at launch.

Cloudflare AI Gateway now ties requests to a verified identity and learns per-account baselines. How the anomaly math works and why it beats global thresholds.

Cloudflare shipped Kitesurf, an agent-first browser that runs entirely on Workers: Rust and WebAssembly rendering, per-page isolates, CDP compatibility, and 3-7x less memory and CPU than Chromium for common agent tasks. Free in beta in Browser Run.

GitHub malware advisories now cover eight package ecosystems, adding PyPI, Maven, Go, crates.io and more to npm by ingesting OpenSSF malicious-packages data.

Meta Muse Code is a terminal coding agent co-trained with Muse Spark 1.2. How the harness works and what the $0.10/$0.20 contributor tier asks in return.

OpenAI retuned GPT-5.6 Sol for ChatGPT and made GPT-5.6 Luna the Free and Go default. What changed in chat, what stayed the same in the API, and why.

SkillSV is a Shapley framework that values the rules, examples and scripts inside an agent skill, cutting skills to 69% of tokens without significant loss.

Vercel Chat SDK durable approvals pause a Workflow SDK run until a human clicks Approve in chat, with one requestApproval call and a wait that survives deploys.