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…
Watch Desk
AI companies can commit to enormous cloud-computing deals without paying the full headline amount on signing. The commitments reserve computing capacity and set out future spending, leaving providers to finance much of the infrastructure before collecting payment.
Watch Desk
A new analysis cited by Futurism projects a 44% increase in US gas-fired generator capacity over the next four years as electricity demand from data centres grows. The forecast points to a consequential trade-off: more power for AI infrastructure could mean a longer reliance on fossil fuels.
Watch Desk
Dumfries and Galloway Council says it will keep individual public representations on a proposed AI data centre near Chapelcross off its planning portal until the notification period ends. The plan is for a campus of roughly 1GW, and the dispute is now about both its scale and how…
Watch Desk
US data-centre construction grew 64.5% in the most recent year, while several other building categories declined, according to a Futurism article discussing figures from economist Jason Furman. The split puts a concrete number on how heavily the AI boom is shaping construction investment, and raises questions about what…
Microsoft AI Watch
Qatar’s government Copilot programme has more than 8,000 active users across 17 participating entities, alongside 96 AI-agent use cases under discussion. The figures offer a useful snapshot of public-sector adoption, though activity counts alone do not tell us whether the tools are improving services.
Watch Desk
Economist Paul Krugman argues that the vast sums going into AI data centres could support far fewer jobs than the same investment elsewhere, putting pressure on workers’ wages. His new essay sets out a striking estimate, but it is a counterfactual argument, not a prediction that millions of…
Watch Desk
Six-month-old chip startup Nuvacore is seeking hundreds of millions of dollars at a roughly $2.5bn valuation, despite not yet having a product. The reported fundraising is a striking bet on demand for data-centre CPUs as AI infrastructure expands, and on a design strategy that has yet to produce…
Watch Desk
A cryptomining campaign has compromised more than 3,400 servers, including systems running AI services such as LiteLLM and Ollama, according to research from Lumen’s Black Lotus Labs. Operators should check exposure and patch affected software: the campaign was still infecting new victims when Lumen published its findings.
OpenAI Watch
Project Jupiter, a planned data-centre campus in Santa Teresa, New Mexico, is intended to supply AI infrastructure for OpenAI through Oracle. The proposed power supply is strikingly large: up to 2.45 gigawatts from fuel cells, supported by a proposed natural-gas pipeline.