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
Türkiye is planning a substantial AI investment push, with public money for venture capital, a multi-billion-dollar project programme and a Turkish large language model on the way. The scale matters: this is an attempt to build an AI ecosystem, not merely add “AI” to a policy document.
Read the report & discussion ↗NVIDIA Watch
NVIDIA is using its own supply-chain decisions to train a specialised AI model that recommends where constrained components should go. The practical twist is the important bit: the model is being taught not just the numbers, but the human reasoning behind them.
AWS AI Watch
Heurist Finance is letting its AI agent buy premium market data one query at a time, with a spending cap attached to every run. Built on Amazon Bedrock AgentCore, the system shows how agentic payments can move beyond the demo stage without handing a bot an open wallet…
Watch Desk
Pathway has developed an AI architecture that reasons through recurrent internal states rather than generating a long trail of intermediate tokens. Its reported ARC-AGI-1 result suggests that capable reasoning might become dramatically cheaper if the architecture, rather than sheer scale, does more of the work.
OpenAI Watch
OpenAI has defined two levels of trusted access for cybersecurity teams: Daybreak Blue for defensive work and the more tightly controlled Daybreak Red for advanced authorised testing. The practical point is wonderfully un-mysterious: buying access is not enough, Red approval does not arrive by osmosis, and both tiers…
OpenAI Watch
OpenAI has detailed GPT-Rosalind, a specialist AI model for early-stage life-sciences research across ChatGPT Enterprise, Codex and the API. The important bit is not merely a biology-flavoured chatbot: OpenAI is pitching tool-driven work across scientific data, databases and laboratory planning, while keeping access tightly controlled.
AWS AI Watch
AWS has shipped version 3.1129.0 of its JavaScript SDK, bundling a surprisingly broad set of AI and compute updates into one release. The useful thread is not a new model, but more control around the systems that feed, evaluate and run AI workloads.
Watch Desk
ToolGrad flips the usual recipe for training AI agents. Instead of starting with a user question and making an agent hunt for a solution, Google Research’s framework builds a successful tool-use chain first, then writes the prompt and response around it. That matters because agents are only as…
AWS AI Watch
AWS has published a deployment guide for Alibaba’s Qwen3.8-2.4T-A95B, showing how to serve the open-weight model on Amazon SageMaker HyperPod with vLLM. The practical headline is that a 2.4-trillion-parameter model can be made usable on one ml.p6-b300.48xlarge instance with eight NVIDIA B300 GPUs, using NVFP4 quantisation and an…
NVIDIA Watch
NVIDIA has unveiled a broad expansion of its AI for Media stack at IBC 2026 in Amsterdam, putting synthetic-video checks, live sports analysis, localisation and video enhancement into broadcast and streaming workflows.
Watch Desk
AI is not a magic tutor, according to a new analysis of OECD education data. The reported finding is more interesting than the usual “students use chatbot, civilisation ends” routine: outcomes depend heavily on what students ask AI to do and whether they are taught to question its…
Unsloth Watch
Unsloth has published v0.1.807-beta, a substantial update to its open-source tools for running and training AI models locally. The headline change is broader hardware support: supported AMD systems now use Vulkan by default in several configurations, while Apple Silicon gets faster MLX workflows and NVIDIA users get new…
Mistral AI Watch
Mistral AI has announced a €3 billion Series D funding round, valuing the French AI company at more than €21 billion after the investment. The money matters because Mistral is trying to make open-weight, sovereign AI a credible alternative to the closed model giants, and this gives that…
Arm Watch
Arm has announced Arm CSS for Mobile 2, an AI-native compute platform designed to bring more capable AI processing into next-generation mobile experiences. The important bit is the integration: Arm is presenting CPU, graphics, neural acceleration and system-level optimisation as one platform rather than a collection of separate…
