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
AI agents can install software, write code and take actions, so their operating permissions matter as much as their apparent intelligence. In a Baaz.nl article published on 9 October, Salesforce AI expert Reinier van Leuken argues that organisations should treat agents as digital users with clear limits, monitoring…
Read the report & discussion ↗Baseten Watch
Baseten and Goodfire AI are developing Project Beacon, a system intended to detect risky model behaviour during generation and let applications respond before it reaches a user or tool. The notable shift is towards safety controls built into inference, rather than checks applied only after an answer is…
Google DeepMind Watch
Google DeepMind’s Manish Gupta argues that AI safeguards should combine rigorous checks by developers with rules tailored to the settings where systems are used. His essay also points to safety work and partnerships the company says it is pursuing in India, where local language and domain needs are…
AWS AI Watch
AWS says it will invest more than $1bn over five years in US communities hosting its data centres, and has stopped using non-disclosure agreements with county officials. The package includes education and workforce training, alongside efforts on energy affordability and local resources. The pledge puts a concrete offer…
Watch Desk
Rein Security has raised $25 million in Series A funding to develop security tools for enterprise AI agents, bringing its total funding to $35 million. The round backs a growing effort to monitor what agents do while they act across company systems, rather than relying only on checks…
Watch Desk
A MemTensor tutorial on Hugging Face lays out a practical design for AI support agents: keep customer facts, reusable agent skills and business policy in separate stores, then retrieve the relevant context together. That separation is meant to help an agent pick up a case without mixing one…
Watch Desk
AI start-up acquisitions are up, but the buying is concentrated among familiar names. A 36Kr report drawing on Crunchbase data counted 195 acquisitions by venture-backed AI companies through 29 September, 14% more than the total for 2025.
Watch Desk
A proposed UC Berkeley student-government rule would restrict ASUC spending on products, services or companies whose transactions mainly concern generative AI or large language models. The change could shape how student-government money is spent, while leaving the meaning of the rule to financial officers and a committee to…
AWS AI Watch
AWS has added new agent controls, runtime changes and a broader range of models to Bedrock and its developer tools. The practical shift is towards giving builders more ways to manage cost, permissions and the systems their agents can reach, alongside more choice about which models to run.
AWS AI Watch
Postman says its Agent Mode, used by a community of 40 million developers, became more reliable when the company stopped showing the AI every available tool at once. In its testing, tool-selection errors rose once the visible set exceeded about 40, a practical warning for anyone building agents…
Anthropic Watch
Anthropic’s Python SDK v1.13.0 adds workflow and multi-agent configuration for Managed Agents, plus filtering by thread status. The update also adds types for unified Chat and Cowork analytics metrics, giving developers several new ways to configure and monitor agent workflows.
Allen Institute for AI Watch
Ai2 has replaced priority-based scheduling with GPU time budgets, fair-share allocation and rules for when workloads can be paused. The change is designed to give research teams a clearer share of scarce compute while keeping the cluster busy.
Watch Desk
A working paper’s central scenario puts the annual revenue needed to support the planned US AI data-centre build-out at about $3.55 trillion once the facilities are mature. The eye-catching figure is a modelled requirement, not a prediction that AI companies will actually earn that much.
Watch Desk
The US Department of Energy, the National Institutes of Health and Biohub have signed an agreement to build an open data foundation for AI models of living systems. The plan pairs large-scale biological research with AI, laboratory automation and supercomputing, aiming to help researchers predict how cells respond…
Watch Desk
East Fishkill, New York, has imposed a three-year pause on large datacentres as residents oppose a proposed AI campus that could draw about one gigawatt of electricity. The dispute shows how the AI infrastructure boom is colliding with local planning, power demand and questions about who benefits.
Oracle Watch
Oracle has introduced Fusion Claw, a runtime for AI agents working across its Fusion business applications on Oracle Cloud Infrastructure. The pitch is a shift from AI helping with tasks to agents executing parts of finance, ERP and supply-chain work, with Oracle’s platform boundaries firmly in view.
Watch Desk
AI subscriptions remain a niche for US consumers, but the people who pay can spend heavily: a16z data put the top 1% of tracked AI spenders at an average of $903 a month. That gap offers a sharper picture of the consumer AI market than app rankings alone.
Watch Desk
AI tools that remove watermarks from school photographs are raising concerns about unpaid use and children’s privacy, according to people interviewed by the BBC. The account describes a practical clash: a quick edit may save a purchase, but it can involve uploading identifiable children’s images to a service…
Watch Desk
Xsight Labs has announced the E1L, a programmable data processing unit designed to bring networking, storage and security offload to power-constrained systems. Its key promise is a shared software stack spanning a low-power edge device and the company’s faster data-centre DPU, though the E1L is not expected to…
Watch Desk
Heathrow is extending its partnership with Adobe to personalise passenger information across its website and AI-powered search. The deal puts AI-assisted content management and visibility tools behind a website used by more than 50 million people a year, as the airport looks to reach travellers wherever they seek…
