Anthropic’s red team ran AI on 15 cheap TV boxes. Then the math got unsettling.
For roughly $825, Anthropic’s Frontier Red Team built a cluster of 15 off-brand Android TV boxes that runs an AI The post Anthropic’s red team…
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Kubernetes on cgroup v1 is dead. Here’s what comes next.
Welcome back to another edition of Road to KubeCon, where we’re tracking the latest movements in the cloud-native ecosystem as The post Kubern…
Cloudflare Open Sources Decision Models for AI Agents
During its recent “Birthday Week”, Cloudflare announced Clef, a set of open-weight AI models designed to choose between predefined options rather th…
Your phone’s vector index might be bigger than the AI model running it
Google released EmbeddingGemma 2 on Tuesday, putting text, code, image, video, and audio retrieval into a 740-million-parameter open model that The…
K3s vs. K8s: When lightweight Kubernetes distros win (and when they don’t)
The Kubernetes ecosystem has a complexity problem, and most teams already know it. Standard Kubernetes (K8s) is extraordinarily powerful, but The po…
Article: Modular Edge Computing at Multi-Tenant SaaS Scale on Cloudflare Workers
At multi-tenant SaaS scale, a monolithic edge worker creates deployment coupling and broad blast radius. The article presents a modular Cloudflare W…
Cloudflare Tests Cache Transcoding to Reduce Storage Requirements
Cloudflare recently described a prototype called Cache Transcoding that compresses eligible cache content, mainly uncompressed text such as HTML, JS…
SpaceX designed an orbital Vera Rubin. Radiation comes next.
SpaceX and Nvidia say they are adapting the Vera Rubin NVL72 rack-scale AI platform for orbital use, with SpaceX targeting The post SpaceX designed…
Presentation: Running AI at the Edge: Running Real Workloads Directly in the Browser
James Hall discusses the strategic and technical imperative of moving AI workloads from cloud providers to local edge devices. He shares practical a…
Cloudflare Workers Accept Inbound TCP, with gRPC the First Protocol on Top
Cloudflare Workers can now accept inbound TCP connections through a new connect(socket) handler routed via Spectrum, ending an eight-year restrictio…
Kubernetes at the edge has hit a wall. Fleet management is the way through.
Not too long ago, edge computing was seen as a niche use case, limited to telcos, manufacturing plants, and large The post Kubernetes at the edge ha…
Agentic AI has a latency problem that more compute won’t solve
Half of enterprise AI deployments are missing their own latency targets at peak load. This is the headline finding of The post Agentic AI has a late…
Cloudflare Introduces Cache Response Rules for Post-Origin Cache Control
Cloudflare recently introduced Cache Response Rules, a rules engine that operates after an origin server responds but before content is written to C…
Google LiteRT-LM Speeds Up Local Inference Up to 2.2x With Gemma 4 Multi-Token Prediction
LiteRT-LM brings native support for Gemma 4 Multi-Token Prediction (MTP) drafters, enabling up to 2.2x faster inference. The framework is expanding…
Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop
Google has introduced Gemma 4 12B, a new model designed to bring high-performance, multi-modal intelligence to standard laptops. Small enough The po…
How to get operational data off the factory floor without creating an IT breach
Informational and operational technology data have long been treated as separate domains. But AI changed the game. Today, you need The post How to g…
Gemma 4 Multi-Token Prediction Delivers Up to ~3x Faster Token Generation
Gemma 4 can be paired with multi-token prediction (MTP) drafters that use speculative decoding to generate multiple tokens in parallel, allowing the…
Cloudflare Introduces Flagship: an Edge-Native Feature Flag Service Built on OpenFeature
Cloudflare recently announced the closed beta of Flagship, a new feature flag service built directly into its global edge platform. The service lets…