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 Dell have formed a dedicated business group to help organisations deploy AI on private infrastructure, including in regulated industries. The expansion pairs Accenture’s industry and services work with Dell’s AI-ready systems, and Accenture plans to train more than 3,000 practitioners on Dell’s portfolio.
Read the report & discussion ↗Cloudflare Watch
Cloudflare’s Clef-omni can score text, images, audio and video in a single decision call, according to MarkTechPost. The model could spare developers some transcription and captioning work, but the reported tests also show it is not a reasoning upgrade across the board.
Watch Desk
Elecrow’s CrowPi 3 is a Raspberry Pi learning station with 41 built-in sensors and lessons in computer vision, speech recognition and chatbots. The useful catch: its larger language models connect to online services, rather than running locally on the Pi.
Watch Desk
AI is spreading through businesses faster than it is changing how they work, according to Fortune commentary by Ming Lu. The gap is striking: 88% of organisations reportedly use AI in at least one function, but only 6% qualify as high performers with more than 5% EBIT impact.
Google DeepMind Watch
Google DeepMind developer-experience engineer Thor Schaeff says native-audio models could make voice agents more natural and responsive by handling speech directly, rather than routing it through text. His conference demonstration also showed how stateful APIs can carry context between generations, a useful step towards interactive AI that can…
Microsoft AI Watch
Microsoft president Brad Smith wants AI firms to face safety rules that go beyond voluntary promises. His proposals include reporting serious incidents, telling people affected by rogue AI agents and giving independent evaluators a role before products are released.
Watch Desk
Hong Kong is using AI to track rats with thermal cameras, mapping when and where they appear. The system gives officials a new surveillance tool, but its “rodent absence rate” measures what cameras catch, not whether a district is rat-free.
AMD Watch
AMD’s GAIA 0.25.0 release candidate brings a larger local model, a much leaner Windows desktop install and tighter checks around agent permissions and files. It is a substantial preview for testers, not the finished release, and several changes may require users to rebuild data after upgrading.
Watch Desk
Amazon is in talks to acquire Decart, an AI startup whose software helps developers switch between different AI chips, for around $7 billion, The Wall Street Journal reports. The reported deal puts a hefty price on a practical problem in AI computing: making software work across rival chips.
Watch Desk
AI investment is helping widen the gap between US and European markets, according to a Yahoo Finance analysis. The article says the S&P 500 has gained roughly 13.5% this year, while an index excluding AI-related US stocks rose 5.5%, close to Europe’s STOXX 600 gain of 5.6%.
AWS AI Watch
AWS is developing cloud services around AI agents, including isolated code-running sandboxes with temporary permissions, Jawlah reports. The shift matters because agents need more than a model endpoint: they need somewhere to run, access to data and carefully limited permissions.
Watch Desk
Several open AI models are using hybrid attention designs to reduce the memory and computing costs of generating text. A technical analysis compares eight approaches and reports a trade-off: lower costs and faster performance can come with weaker retrieval across long contexts and less deterministic generation.
Nous/Hermes Watch
Nous Research has raised $90 million to expand its work on open AI models and agents, including a planned enterprise offering built around Hermes Agent. The financing gives the open-source AI developer fresh backing and a stated route into business use, though the enterprise product is still a…
Watch Desk
AI can help small businesses produce and organise creative work, but speakers at AI Vision London warned that using the same tools in the same ways can make brands look alike. Their practical advice: start with the workflow, and keep human judgement in charge of what makes the…
Watch Desk
AI systems do not always give the same answer to the same input, and that makes one-off security checks a poor guarantee. Snyk’s Micah Silverman argues that teams should secure the data and tools around a model, rather than trusting a prompt to keep it in bounds.
Watch Desk
Meta’s Muse has a plush mascot called Jolly, and other AI products are giving their agents cuddly faces too. Business Insider’s 11 October feature argues that this cuteness can make AI feel more approachable, even as concerns about its effects on jobs and society remain.
Moonshot AI/Kimi Watch
DoorDash and Airbnb are using models from China’s Moonshot AI, according to Coinpaper, which attributes the detail to an 11 October Washington Post investigation. The reported shift points to a practical challenge for US AI firms: competitive models can travel across borders even when chip exports are restricted.
Watch Desk
Global PC shipments fell by about 20% year on year in the third quarter of 2026, according to figures cited by Windows Latest. The report points to soaring memory and storage costs, with AI data-centre demand part of the pressure, while the industry’s AI pitch has yet to…
