AWS released TorchNeuron, a native PyTorch backend that lets developers run existing AI code on Amazon's Trainium chips with a one-line config change — a direct challenge to the software compatibility that has kept Nvidia's CUDA platform the default choice.
Cloudflare is bringing Ryan Dahl's Deno team onto its staff to merge their celld self-hosting tool into Workers, but the deal means Deno's independent runtime development stops in a year and Deno Deploy shuts down in six months.
DeepSeek released six software modules for Huawei's Ascend AI accelerators, including a chip-specific version of its TileLang programming language, matching the depth of tooling that has made Nvidia's CUDA ecosystem hard to leave.
Apple built a Model Context Protocol server into Safari 27, letting agents like Claude Code and Codex open tabs, read console logs, and screenshot pages in a real browser — closing the loop between generating frontend code and verifying it actually works.
Anthropic announced a permanent 25% boost to Claude Code's weekly usage limits — without mentioning it replaces a temporary 50% boost, making it a 17% reduction from what users actually have today.
Meta has launched Muse Code, a terminal-based agentic coding tool powered by a new Muse Spark 1.2 model with a 1 million-token context window — entering the competitive market alongside Claude Code, Cursor, and GitHub Copilot Workspace.
A newly disclosed vm2 vulnerability can let sandboxed JavaScript escape to the host system under specific Node.js 25 conditions, and proof-of-concept exploit code is already public.
IBM says Bob goes beyond code generation, bringing AI orchestration, security controls, and auditability across enterprise software delivery.