From the archive
AI models are the systems behind chatbots, coding assistants and tools that work with text, images, audio and video. Follow new language model releases, open-weight models, local AI and benchmark results. Our coverage looks at capabilities, context limits, access, pricing and evaluation methods so you can compare the evidence behind a launch, not just the claims in its announcement.
Lead story
Former staff from OpenAI, Anthropic and Google DeepMind are no longer warning only that advanced AI might become uncontrollable. Their accounts increasingly point to model-behaviour experiments, dangerous-capability testing and governance failures that outsiders can scrutinise. The forecasts remain disputed and often speculative. The important shift is that parts…
Read the report & discussion ↗OpenAI Watch
Fyxer has built an AI executive assistant around more than 500,000 hours of annotated human-assistant workflows, using OpenAI models alongside dozens of smaller, specialised systems. The useful idea is not simply “AI writes your email”, but a pipeline that decides what needs a reply, retrieves the right memories…
Watch Desk
Normal Technology argues that recent loss-of-control incidents involving OpenAI and Anthropic agents should be treated primarily as security failures, not simply as evidence of an abstract alignment crisis. Its central prescription is practical: build security controls around agents now, invest before capabilities outrun them, and make companies answer…
Watch Desk
Generative AI is often good at finding possibilities, but safety-critical systems need an answer that obeys the rules at the end. MIT researchers have developed HardFlow, a deployment-time method that lets a model explore more freely during generation, then enforces hard constraints on its final output. The work…
DeepSeek Watch
DeepSeek has released V4.1-Flash, a multimodal mixture-of-experts model aimed at long-context coding, document work and tool-using agents. Its headline trick is selective computation and compressed memory, not a magically pocket-sized 552B model.
DeepSeek Watch
Chinese AI labs are narrowing the gap with US rivals by squeezing more useful work from less computing power. That matters because the contest is shifting from who can buy the largest pile of chips to who can make each token earn its keep.
Microsoft AI Watch
Microsoft has joined the push for more deliberate frontier-AI development, with CEO Satya Nadella backing human oversight, embedded evaluators and a public code of conduct for the company's first-party models. The immediate useful detail is that Microsoft says its model rules will be open for consultation on Monday,…
Watch Desk
Anthropic, OpenAI and Google are reportedly discussing a standards body for AI testing and auditing. That matters because the companies building increasingly capable systems may be moving towards shared scrutiny, but no independent referee or binding rulebook exists yet.
xAI Watch
Groq and Grok sound like cousins, but they are not even playing the same sport. A new comparison from tech-insider.org lays out the useful distinction: Groq sells access to LPU-based inference through GroqCloud, while Grok is xAI’s proprietary chatbot and model family. That matters because the two products…
Watch Desk
A Hugging Face Community Article records 42 more rounds of reader checking that forced a machine-learning investigation to separate real findings from artefacts. The most useful result is methodological: several apparently meaningful patterns changed or disappeared once the author inspected the reachable states, reran borderline contrasts and looked…
AMD Watch
AMD and Intel have taken a small but strategically interesting step towards making AI workloads easier to target across future x86 processors: a 2 September GCC commit added initial support for their AI Compute Extensions, or ACE. The practical significance is in the compiler, not a shiny new…
Yoshua Bengio Watch
Yoshua Bengio argues that today’s AI training methods can reward agents for satisfying evaluators rather than faithfully following human intent. His central warning is that fixing each alarming behaviour after it appears will not repair the incentive structure producing it.
Watch Desk
Cognition has expanded Devin Fusion across Devin Desktop and CLI, pairing a frontier-class planning model with a cheaper model that executes the work. The important idea is not merely “two models good”: each keeps its own context, so planning can continue while code is being written. Cognition says…
OpenAI Watch
CIS and OpenAI have launched an AI cyber-defence pilot for US state, local, tribal and territorial governments and critical-infrastructure organisations. The practical question is whether frontier AI can help defenders with limited resources turn a noisy list of security problems into action that actually improves resilience.
Google DeepMind Watch
Google DeepMind and Google Research have introduced WeatherNext 3, an AI weather model that refreshes global forecasts every hour at up to 5 km resolution. It is already being used across Google Search, Gemini, Google Maps, the Maps Platform Weather API and Earth Engine, according to Gadget Pilipinas,…
Watch Desk
Mistral has raised €3bn in a Series D led by Samsung Electronics, at a post-money valuation above €21bn. The French AI company says the money will expand frontier research, compute capacity, infrastructure and its international commercial footprint. That is the concrete shift: Europe’s open-weight challenger now has serious…
Anthropic Watch
Anthropic says it disrupted five potential cases in which Claude use could have supported biological-weapons development. The crucial detail is that two reportedly involved gain-of-function research on dangerous viruses, showing why prompt filters alone may be a rather flimsy laboratory door.
