TypeSafe AI's Jev and "System One" decision models do not outperform LLM-as-a-judge or purpose-built traditional classifiers, according to an analysis of the approach. Jev returns fixed, schema-safe d…
The vLLM community added a structured-read mode to DiffusionGemma 26B-A4B via vLLM PR #57250, letting the open model return typed probabilistic decisions in a single denoising step instead of token-by…
GPU-pruner, an open source Kubernetes tool, detects idle GPU workloads by querying NVIDIA Data Center GPU Manager metrics through Prometheus and scales the parent resource to zero after a configurable…
Red Hat AI warns that enterprises relying on third-party hosted APIs for AI agent inference undermine their own data sovereignty, as every prompt and tool call routes through external datacenters. The…
Red Hat released dependency analytics 1.0, a free open-source extension for VS Code, Cursor, and Windsurf that scans project dependencies for known security vulnerabilities in real time, addressing th…
IBM and Red Hat launched Project Lightwell, a $5 billion initiative deploying 20,000 engineers and AI to identify and fix open source software vulnerabilities at scale. The program extends Red Hat’s e…