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Intel launches llm‑scaler‑vllm Beta 1.2 for Arc graphics
Intel’s latest llm‑scaler‑vllm beta adds an Intel‑optimized Docker container that runs the open‑source vLLM inference engine on modern Arc Graphics GPUs, extending support to a broader roster of large language models and delivering performance tweaks for AI workloads. Phoronix notes that the release follows a rapid cadence of beta updates aimed at tightening the AI‑on‑GPU pipeline.
Phoronix
Cloud & System Scaling
Google Cloud showcases 130 000‑node GKE cluster
Google’s Kubernetes Engine (GKE) team announced the successful operation of a 130 000‑node cluster, setting a new public benchmark for Kubernetes scale and demonstrating the platform’s ability to handle massive, distributed workloads. The achievement underscores Google Cloud’s push for ultra‑large‑scale infrastructure as a service, a trend highlighted by InfoQ.
InfoQ
Hardware & Kernel Advances
Apple’s A19 and A19 Pro chips shrink by 10 % while boosting performance
Apple’s next‑gen A19 and A19 Pro SoCs, powering the upcoming iPhone 17 series, achieve a 10 % die‑size reduction and integrate larger CPU cores, expanded GPU area, and more efficiency cores, according to Wccftech. The same silicon is slated for the Apple Studio Display codename “J527,” signalling a broader rollout across Apple’s hardware ecosystem.
Wccftech
Wccftech
Linux 6.19 delivers four‑fold networking boost for heavy transfers
The Linux 6.19 merge window introduced a suite of networking subsystem upgrades, delivering up to a 4× performance increase for bandwidth‑intensive workloads and adding Bluetooth PAST support, as reported by Zdnet. These kernel‑level enhancements promise tangible gains for data‑center and edge deployments that rely on high‑throughput networking.
Phoronix
Intel’s Vulkan driver gains shader VMA allocator for ray‑tracing capture
Mesa 26.0’s ANV Vulkan driver now incorporates a shader VMA allocator, a step toward enabling ray‑tracing capture and replay on Intel graphics hardware under Linux, per Phoronix. This addition aids developers in debugging and optimizing ray‑tracing pipelines, tightening the toolchain for next‑gen visual effects.
Phoronix
AI Safety & DevSecOps
InfoQ debunks five pervasive AI security myths
At the 2025 Dev Summit in Munich, Katharine Jarmul challenged common misconceptions—from the belief that guardrails alone secure AI models to the notion that a single red‑team exercise suffices—highlighting the need for holistic, continuous security practices, as detailed by InfoQ. The keynote urges organizations to move beyond checklist‑driven safeguards toward deeper risk‑aware cultures.
InfoQ
Malicious VS Code extensions harvest screenshots and data
Security researchers uncovered two rogue Visual Studio Code extensions masquerading as a premium dark theme and an AI‑powered assistant, which silently captured screenshots and exfiltrated user information, reported by DevOps.com. The incident underscores the growing threat surface in extension marketplaces and the importance of rigorous supply‑chain vetting for developer tools.
DevOps.com
Scientific Discoveries
Amazon rainforest races toward a “hypertropical” future
A new study in Nature warns that the Amazon is shifting toward a hypertropical climate regime, potentially experiencing 150 days of hot drought per year by 2100—far exceeding historical norms and threatening massive tree die‑offs, according to Live Science. The research highlights an unprecedented acceleration of climate stress in the world’s largest tropical forest.
Live Science
Solid‑state sodium‑ion batteries promise safer, cheaper EV power
Scientists have unveiled a solid‑state sodium‑ion battery that could replace conventional lithium‑ion cells, offering improved safety by eliminating thermal‑runaway risks and reducing material costs, as reported by Live Science. If scalable, the technology could lower electric‑vehicle prices and bolster grid‑storage resilience.
Live Science