From the archive
Follow the latest AI news and artificial intelligence developments across models, agents, robotics, research and the wider industry. Explore new AI tools, advances in computing, business moves, safety and policy, with clear reporting and useful sources. Read the stories, catch up with News in Brief and join the conversation.
Lead story
Accenture and AWS have introduced six offerings aimed at helping mid-market companies adopt AI and modernise their technology, according to Small Business Trends. Two named examples cover finding data sources before migration and using AI to help move virtual machines to AWS: practical tasks, rather than another promise…
Read the report & discussion ↗Baseten Watch
Baseten says an AI-built inference engine for Qwen-3.6-35B-A3B ran up to 90% faster than vLLM on single-stream decoding in its tests on one NVIDIA B200. The company’s experiments also included a separate image-segmentation model, suggesting the approach may reach beyond one language model, though neither system is serving…
Meta AI Watch
Meta says mathematicians working with its Muse Spark models have produced six papers, five of them answering previously open research questions. The work ranges from a sharp threshold for fitting random points to an ellipsoid to a counterexample that overturns a conjecture about groups.
vLLM Watch
Engineers have integrated Helion into vLLM’s linear backend, reporting higher LLM inference performance with less kernel implementation complexity. On NVIDIA Hopper GPUs, the tuned backend outperformed the default CUTLASS and DeepGEMM options in the workloads described, with throughput gains above 10% in some cases.
Watch Desk
Canada has named a 13-member National Council on Artificial Intelligence to advise the federal government on AI strategy, safety and the technology’s role in public services. The appointments put prominent researchers and investors around the same table, but raise a practical question: will this council do more than…
GMI Cloud Watch
Open-weight AI models are becoming easier to download, but GMI Cloud argues that the harder business is serving them reliably at production scale. Its 2 October analysis points to a widening gap between what attracts attention and what developers actually use, with infrastructure and model runtimes increasingly central…
Watch Desk
AI training is expanding, but the skills people are rushing to learn are not all technical: enrolments in critical thinking and complex problem-solving are rising sharply too. Coursera and Udemy’s joint Global Skills Report puts the UK 19th among 98 countries for combining AI and human skills, a…
Watch Desk
Google Cloud has made Spanner queues generally available, bringing transactional messaging directly into its database. Developers can update database records and enqueue work in the same transaction, a useful bit of plumbing for event-driven applications and AI agents alike.
NVIDIA Watch
A California man has been arrested over an alleged scheme to send more than $300 million of export-controlled computer servers to China. Ars Technica says the indictment alleges the servers contained Nvidia A100 and H100 GPUs, putting AI hardware export controls at the centre of the case.
Meta AI Watch
Meta has let go of employees it hired from AI security startup Virtue AI, four months after they joined. The departure raises a pointed question about how Meta is building its AI safety operation, even as the company says that work remains a priority.
Epoch AI Watch
AI chips shipped through 2027 could eventually support tens to hundreds of millions of concurrent agents running frontier models, according to a new Epoch AI analysis. Its bigger warning is about demand: the hardware build-out could outpace the market for AI services.
OpenClaw Watch
OpenClaw says every skill and plugin uploaded to ClawHub now gets an additional security review from Tencent’s AI-Infra-Guard, alongside NVIDIA’s SkillSpector. The change puts automated checks into the marketplace’s upload review, where a risky plugin can otherwise become someone’s very avoidable afternoon.
AWS AI Watch
AWS now supports Kubernetes 1.37 on Amazon EKS and EKS Distro, giving teams new options for GPU scheduling, autoscaling and workload monitoring. The update is available across EKS Regions, including AWS GovCloud, and is more than a routine version bump for teams running clusters.
Cloudflare Watch
Cloudflare has announced eight observability updates that bring logs, traces, analytics, alerts, dashboards and exports into a shared platform. The practical prize is less detective work just to find the right place to start investigating an application problem. The package also brings Logpush to self-serve plans and introduces…
Anthropic Watch
Anthropic has launched the Claude Frontier Academy, committing $100 million to train 10,000 Frontier Deployed Engineers by 2028. The programme starts with Accenture and Bain, putting a substantial workforce plan behind the push to deploy AI in organisations.
Watch Desk
GitLab’s Threat Research Group says a flaw in DeepSeek-Reasonix Studio could let a hostile repository run attacker-controlled code when a developer views a file diff. GitLab says fixes are available, and the report points to a wider risk for coding tools that invoke Git on repositories they do…
Watch Desk
Conway Research is building Underdog, a personal AI product intended to run on devices people own, including offline. Andreessen Horowitz says it is leading the company’s first funding round, though the announcement gives no amount.
Cerebras Watch
General Compute has signed a multi-year agreement to deploy Cerebras wafer-scale AI hardware and offer access through its cloud platform from the first quarter of 2027. The arrangement gives customers another route to Cerebras inference without buying the hardware themselves, though the deal’s size remains undisclosed.
Databricks Watch
Databricks has outlined a Genie One workflow in which AI agents ingest custodian files, reconcile positions and prepare a preliminary net asset value before the working day starts. The important boundary: the valuation team reviews that figure, rather than leaving agents to settle what investors’ money is worth.…
