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
Unsloth’s 1 October Desktop beta adds lower-memory training for quantised AI models, alongside faster decision-model responses and a command palette. The headline practical gain: some models can now be fine-tuned without first expanding their packed 4-bit weights into a much larger 16-bit copy.
Read the report & discussion ↗vLLM Watch
vLLM 0.31.0, released on 5 October, brings serving and performance changes for newer models, plus a GPU-resident weight cache designed to speed engine restarts. For operators, the gains come with several compatibility changes that make this one worth testing before upgrading production.
Watch Desk
Jev AI’s production guide says to keep API keys on the server, minimise and redact the data sent to the model, and keep business rules and consequential actions under application control. That is useful advice for anyone wiring model-generated decisions into a real workflow, where “the model thinks…
Watch Desk
Jev AI’s API returns a credit-use figure for each request, giving teams a way to estimate the cost of an AI workflow before opening the traffic taps. A Hugging Face community guide shows how to turn that figure into a working budget, including retries, human review and safe…
Submer Watch
Submer Group has launched Corenix, a company focused on modular data-centre platforms for AI operators, hyperscalers and neoclouds. The notable offer is an integrated route from factory testing to on-site commissioning, with Corenix saying it will set out a programme and go-live date before a contract is signed.
Qualcomm Watch
Huawei and Qualcomm have agreed a multi-year patent deal spanning 5G and AI, combining cross-licensing with Qualcomm’s purchase of selected Huawei US patents. Huawei says the transaction remains subject to regulatory approvals and does not include any other business cooperation. That distinction matters: this is an agreement over…
ASML Watch
A TrendForce report says Chinese fabs bought about 90 ASML immersion DUV lithography systems in each of 2024 and 2025, spending more than $13bn on the machines. The reported stockpile matters because these tools can support advanced chip production, including chips used in AI systems, even as export…
Watch Desk
Ohio State and Google have announced a wide-ranging AI partnership covering research, student services and campus operations. Researchers are promised access to more than 200 AI models and advanced computing, while students are set to get new Gemini tools and a 24/7 AI concierge.
Submer Watch
Submer and Saudi digital infrastructure company ACES have signed a memorandum of understanding to jointly pursue high-density, AI-ready data centres in Saudi Arabia. The proposed partnership brings facility engineering, cooling, IT integration and potential investment under one arrangement, rather than leaving customers to assemble the pieces themselves.
OpenAI Watch
OpenAI’s Decisions API is described as a limited-preview service for asking Luna to choose among predefined answers, while a new Hugging Face community guide offers developers a practical way to think through building decision workflows. The key distinction: the guide says the announcement does not establish a public…
Watch Desk
Change.org says it will put $100m of its own money into rebuilding its core petitions platform with AI, and has launched a beta AI copilot for petition creators. It is a substantial bet on making AI part of the machinery behind online campaigning, not just another writing assistant…
Moonshot AI/Kimi Watch
Moonshot AI says its new open-source Kimi K2.6 model can coordinate agent swarms of up to 300 sub-agents across 4,000 steps at once, a substantial increase on K2.5. It is also pitching longer-running coding work as a strength, with examples that put the model through thousands of tool…
OpenAI Watch
OpenAI has launched Dots, an always-on agent for professional tasks, according to The Verge. Its review found that Dots handles work more capably when it can use a computer and larger datasets, but struggles with some basic personal jobs.
OpenRouter Watch
OpenRouter has introduced two beta tools that let AI models run commands in a provider-hosted sandbox, including models from different companies. The practical draw is that developers can add code execution without building and maintaining the sandbox themselves, while retaining a route across supported models.
Geordie Watch
Wood Partners is using Geordie to inventory AI agents across multiple platforms and enforce policies against risks classified as critical, according to a new customer case study. The practical shift is from separate platform dashboards to a shared picture of agents, their connections and the controls applied to…
Google DeepMind Watch
Google DeepMind has developed SynthID Bio, a way to mark AI-designed proteins so their origins can be detected while aiming to preserve their function. Tests described by EdTech Innovation Hub found watermarked protein binders still worked in the lab, though the watermark can be removed and the researchers…
NVIDIA Watch
NVIDIA is adding a 64GB unified-memory option to its DGX Spark AI workstation, with sales through partner manufacturers due to begin on 23 October. The useful twist is that two systems can be linked to pool 128GB of memory, giving local AI developers room to try larger workloads…
