Releases, research, and ideas for developers and product teams. Updated every hour.
In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on The GitHub Blog .
Million-dollar fines won’t end billionaires’ data center pollution, neighbors fear.
Google's experimental orbital data center will have four TPUs and only run for 15 minutes at a time.
Guest Post: In science, thinking has gotten cheap but doing has not. This asymmetry is reshaping how research companies operate, largely inconspicuously.
NVIDIA published a tutorial on training mixture-of-experts biological foundation models using Transformer Engine primitives, including GroupedLinear and a fused MXFP8 GroupedMLP kernel. A benchmark on eight NVIDIA B200 GPUs reported up to 2.21x the throughput of a Hugging Face baseline.
InfoQ has opened enrollment for a new five-week certification program covering engineering team design, delivery flow, AI-enabled work, and metrics, facilitated by InfoQ editor and podcast co-host Olimpiu Pop. By Artenisa Chatziou
Security researcher Patrick Wardle revealed an unpatched zero-day vulnerability in Meta's Muse desktop client for macOS. This flaw lets unprivileged software manipulate the assistant's extensive permissions, compromising input confidentiality and account security. Despite a hotfix from Meta, the vulnerability raises significant concerns about platform trust and security boundaries. By Olimpiu Pop
When COVID-19 emerged, scientists had a crucial advantage: Decades of prior research on coronaviruses meant they understood the virus’ key proteins well enough to design vaccines in record time. The next pandemic may not offer the same head start. To help improve the odds, NVIDIA has joined a coalition of global research organizations, including Google […]
A warped Manhattan is waiting in the cloud this week. Remedy Entertainment’s CONTROL Resonant brings Dylan Faden’s extraordinary abilities and a paranatural crisis to GeForce NOW at launch. With the release comes the final days of the CONTROL Resonant Ultimate Membership Bundle. Purchase a 12-month GeForce NOW Ultimate membership through Sunday, Sept. 27, and receive […]
At Meta Connect 2026, Meta presented Muse, its personal agent, as the center of a hardware-plus-agent strategy, shipping agent features and new glasses while teasing but not releasing a new frontier model.
Apple has published the design of Reference Image, an iPhone 18 Pro camera mode that signs pixel data at the sensor and develops it in Private Cloud Compute under an Apple signature. Developers on Hacker News and Reddit challenged what it proves, raising photographing a screen, the anonymity guarantee's dependence on Apple's cloud, and whether identity verification is the right use case. By Steef-Jan Wiggers
In their new book, “How AI Sees the City,” the leaders of MIT’s Senseable City Lab examine the technology’s implications for researching urban life.
Simon Willison commented that Cloudflare has shipped support for the Vary header, a change he says he has wanted for years. He described the classic problem of serving HTML or JSON based on the Accept header, which he said was previously impossible to cache safely behind Cloudflare.
NVIDIA released NV-Reason-CT, an open 3D CT vision language model that generates radiologist-style chain-of-thought reasoning. It combines a 3D ViT encoder with a Qwen3.5-4B language model and reports state-of-the-art results on the CT-RATE benchmark, with NIH radiologists validating the clinical plausibility of its reasoning traces.
NVIDIA Cluster Readiness Engine (NVCRE) is an open source Kubernetes controller that runs real distributed workloads to validate GPU cluster readiness before production workloads. It attributes failures to specific nodes and categories, supports adaptive fault isolation, and integrates with NVIDIA AI Cluster Runtime and NVSentinel.
How we rebuilt the diff surface in the GitHub Copilot app to open a million-line pull request with hundreds of inline review comments. The post Rendering huge pull requests in the GitHub Copilot app appeared first on The GitHub Blog .
NVIDIA introduced NodeWright, an open-source, Kubernetes-native package manager that declaratively configures and updates host operating systems across GPU clusters. It orchestrates cordon, drain, apply, interrupt, and uncordon sequences per node and supports progressive fleet rollouts through DeploymentPolicy resources.
Google released two Gemini text-to-speech models, gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts, with a library of over 2,000 voices and custom voice creation from a 30-second audio sample. Simon Willison built a bring-your-own-key playground tool for them.