New models, hardware, research, and techniques for running AI locally. We are selective: a quieter feed of things that change what is possible, practical, or legal is more useful than a complete one.
Mistral has released the Mistral 3 family, spanning small dense models and a large mixture-of-experts, all under the Apache 2.0 licence. The licensing is as notable as the models: it removes the commercial conditions of Mistral's earlier releases.
Mistral has released Leanstral 1.5, an Apache 2.0 model specialised for Lean 4, the proof assistant used in formal software verification. It is a reminder that local models are not only general chatbots, but increasingly tools for specific domains.
The Council of the EU has given final approval to the Digital Omnibus, a package that simplifies and defers parts of the AI Act. The main high-risk obligations move from August 2026 to December 2027, while the prohibitions and model rules stay live.
FeaturedA tightening memory market has led Apple to narrow the memory configurations on its top Mac Studio, removing some of the very high-capacity options that made it a favourite for running large models. If you were counting on a specific config, check current availability.
DeepSeek has released a preview of its V4 model, described as an architectural reset built around hybrid attention rather than an incremental update. It is a preview, so treat both the design details and the performance claims as early.
Alibaba has followed Qwen3.5 with Qwen3.6, reported to include new open-weight checkpoints, among them a mixture-of-experts model. The rapid cadence continues to be as notable as any single release in the line.
Mini PCs built on AMD's Ryzen AI Max+ 395 pair a large integrated GPU with up to 128GB of unified memory, most of it usable as VRAM. They run models that no single consumer discrete card can hold, at low power, though bandwidth caps their speed.
NVIDIA's DGX Spark, a compact desktop built on the GB10 Grace Blackwell chip with 128GB of unified memory, has reached buyers. It targets developers who want NVIDIA's software stack on a local machine, with modest bandwidth as the main trade-off.
Alibaba's Qwen team has released the Qwen3.5 series, continuing the family's fast release cadence and its Apache 2.0 licensing. As always, treat the accompanying benchmark figures as the developer's own claims until independent results appear.
Black Forest Labs has released FLUX.2 [klein], an Apache 2.0 image model reported to run in around 13GB of VRAM and generate in as few as four steps. It is the permissive member of the new FLUX.2 line, in contrast to the non-commercial [dev].
Meta has released Llama 3.3 70B Instruct, an open-weight model that the company says approaches the quality of its 405B model while needing far less hardware to run. It ships with a 128k context window under the Llama 3.3 Community License.
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