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
Google DeepMind has released Gemini Robotics 2, a robotics model suite combining an embodied reasoning model with on-device controllers. Research lead Keerthana Gopalakrishnan says the work also tackles whole-body control, while the field still has a long way to go on getting systems to generalise across different robot…
Read the report & discussion ↗Cohere Watch
Cohere has introduced a new way to evaluate enterprise search and released Embed 5, a set of models designed to retrieve business documents. The striking claim is that its AI-judged method matched human relevance ratings 91% of the time, against 65% for the traditional labels it compared it…
Meta AI Watch
Meta has released open-source software that lets developers connect its Muse AI agent to DIY hardware, from Raspberry Pi computers to displays, speakers and sensors. The move gives makers a way to put Muse into physical devices without waiting for Meta to build them all itself.
Mistral AI Watch
Morocco’s digital-transition ministry has released two AI tools for Moroccan Darija, the first concrete output from its partnership with Mistral. One identifies Arabic dialects; the other transcribes Darija speech, including conversations that switch between Arabic, French and English, according to iAfrica.
Watch Desk
The US government’s America.gov chatbot launched on 29 September, drawing on federal websites to answer public questions. A Tech Insider article says it uses Google’s Gemini and xAI’s Grok, but notes that coverage has not settled which models are involved.
Watch Desk
A new Hugging Face community guide explains how to build AI workflows around bounded decisions, and why OpenAI’s Decisions API should not be confused with an independent service using a similar name. Its most useful advice: treat model output as a suggestion to validate, not permission to take…
Google DeepMind Watch
Google DeepMind has developed SynthID Bio, a proof-of-concept watermark for AI-generated protein sequences and predicted structures. The idea is to add a detectable provenance signal without obviously compromising tested protein function, though the researchers also identify ways the mark can be lost.
Watch Desk
Supabase has raised $150 million in a round led by Singapore sovereign wealth fund GIC and agreed to acquire Turso, a database company whose product is designed for AI agents. The deal joins a sizeable funding round with a strategic purchase in the infrastructure layer agents need to…
Tavus Watch
Real-time video agents have to listen, reason and respond without leaving an awkward silence; Tavus says splitting those jobs into separate services can help. Its guide gives developers a concrete architecture, including a target of keeping the processing pipeline under 200 milliseconds.
Tavus Watch
Tavus draws a useful line between a live digital twin and an AI replica built from recordings, then describes how its conversational PALs use real-time perception to respond. The distinction matters for buyers: one stays synchronised with a real-world counterpart; the other does not.
Watch Desk
TypeSafe says its Jev model can answer structured decision questions far faster and more cheaply than large language models. The pitch is aimed at a narrow but useful job: returning typed choices, scores or probabilities inside software rather than composing replies or writing code.
OpenAI Watch
OpenAI used DevDay 2026 to expand its developer tools for agents, including computer use in the Agents API and cloud-based Codex environments. The practical shift is towards agents that can operate software and run coding tasks remotely, not just answer a prompt and wait politely for the next…
vLLM Watch
Engineers have integrated Helion into vLLM’s linear backend, reporting higher LLM inference performance with less kernel implementation complexity. On NVIDIA Hopper GPUs, the tuned backend outperformed the default CUTLASS and DeepGEMM options in the workloads described, with throughput gains above 10% in some cases.
GMI Cloud Watch
Open-weight AI models are becoming easier to download, but GMI Cloud argues that the harder business is serving them reliably at production scale. Its 2 October analysis points to a widening gap between what attracts attention and what developers actually use, with infrastructure and model runtimes increasingly central…
Epoch AI Watch
AI chips shipped through 2027 could eventually support tens to hundreds of millions of concurrent agents running frontier models, according to a new Epoch AI analysis. Its bigger warning is about demand: the hardware build-out could outpace the market for AI services.
OpenClaw Watch
OpenClaw says every skill and plugin uploaded to ClawHub now gets an additional security review from Tencent’s AI-Infra-Guard, alongside NVIDIA’s SkillSpector. The change puts automated checks into the marketplace’s upload review, where a risky plugin can otherwise become someone’s very avoidable afternoon.
AWS AI Watch
AWS now supports Kubernetes 1.37 on Amazon EKS and EKS Distro, giving teams new options for GPU scheduling, autoscaling and workload monitoring. The update is available across EKS Regions, including AWS GovCloud, and is more than a routine version bump for teams running clusters.
OpenAI Watch
OpenAI has launched GPT-6.1 Sol at $2 per million input tokens and $10 per million output tokens, with cached input priced at $0.10. That makes the cost of using a frontier model, especially for repeated or agentic workloads, the story to watch.
Watch Desk
An AI system called Ataraxos beat top-ranked Stratego player Pim Niemeijer 15 games to one, with four draws, in a 20-game series. The result, reported by Ars Technica, is notable not just for the win: the researchers say they trained the system for less than $8,000 using 16…
