Labs & Research
OpenAI, Anthropic, Google DeepMind, Meta AI and publications.
132 published articles
Portfolio strategy autopsy
Mistral killed half its model family. What survived tells you everything.
A mid-2026 audit of Mistral AI's model portfolio reveals 36 active models across frontier, specialist, and legacy tiers, with 19 models slated for deprecation. The company's strategy emphasizes small specialist models for agents and coding, while retiring experimental variants like Magistrate and earlier Devstral versions.
2026-07-13
AI Agents
Mistral coding agents leave your laptop behind: parallel sessions, no hovering required
Mistral is moving coding agents to the cloud, enabling parallel, asynchronous task execution via the new Mistral Medium 3.5 model. The update introduces remote agents in Mistral Vibe and Le Chat, along with a Work mode for multi-step tasks, while keeping human oversight for sensitive actions.
2026-07-12
Acquisition
Mistral buys into physics simulation, steps into a NVIDIA and Ansys fight it can't bluff its way through
Mistral buys into physics simulation, acquiring emmi AI's neural surrogates for CFD and plasma turbulence. The deal puts Mistral in direct competition with NVIDIA and Ansys for the industrial engineering market.
2026-07-11
Multimodal AI
ViQ solved the trade-off that broke every other visual tokenizer
ViQ tackles a core trade-off in multimodal AI: discrete visual representations either lose semantic meaning or sacrifice detail. Tencent-Hunyuan's two-stage approach delivers competitive performance with continuous encoders while slashing training time by up to 70 percent.
2026-07-11
AI Research
DiScoFormer found a way to kill the AI bottleneck that KDE and neural nets both missed
DiScoFormer estimates density and score in one forward pass, beating KDE by 37x in density error at 100 dimensions. The same transformer could serve diffusion models, Bayesian inference, and particle simulations without retraining.
2026-07-11
Internal research update
OpenAI's AGI roadmap leans hard on voice and vision. The safety part is harder.
OpenAI's updated research roadmap runs from GPT-5 through multimodal generation to alignment work. The ambitions are huge; the safety section still reads like an afterthought.
2026-07-11
Grok 4.5
Cursor's Grok 4.5 was built by AI agents, not humans. That's the real story.
Cursor's Grok 4.5 is a Mixture-of-Experts model built using reinforcement learning in environments created by earlier AI agents, not humans. It handles complex, long-duration tasks across software engineering, data science, finance, and law, and it's available now.
2026-07-10
Event Strategy
Anthropic is coming for Europe's best AI founders, and Paris is the bait
Anthropic's Claude Founder House lands in Paris, splitting founders from builders in a bid to turn European AI talent into product, not theory.
2026-07-10
Model strategy shift
Claude Sonnet 5 just made the Opus price gap harder to justify
Anthropic releases Claude Sonnet 5, a model that closes the gap with Opus-class models on agentic tasks like coding, tool use, and reasoning. Priced at $2 per million input tokens through August 2026, it launches today across plans and the Claude API.
2026-07-10
Special Report
Meta AI is giving away billions in AI research. Here is why its rivals should worry.
Mark Zuckerberg is spending billions on a bet: that the best way to build AI is to give it away. This is the story of the lab leading the charge, the people, the philosophy, and the ongoing debate about openness, safety, and a for-profit social media company's role as AI steward.
2026-07-10
Portfolio strategy
Qwen isn't chasing a single champion model, it's building a fleet
Alibaba Cloud's Qwen team quietly released a 35B MoE agent world model, three new ASR models, and an image-generation RL report, revealing a strategic bet on breadth over spectacle in the AI model race.
2026-07-09
acquisition
Mistral just bought a company that makes physics run in seconds instead of weeks
Mistral AI acquires Emmi AI to develop physics foundation models that predict physical behavior in seconds, unlocking accelerated product design, real-time digital twins, and faster tooling for partners like ASML and Airbus.
2026-07-09