Debate around AI and mathematics has mostly centered on whether models can solve olympiad problems, formalize proofs, or assist mathematicians. The Station asks a harder question: can AI agents behave less like answer machines and more like a research community? The new evidence is unusually strong. In Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment, … Read more
DeepSeek launched DeepSeek V4.1 Flash on September 10, 2026, and immediately did something more interesting than releasing another faster model. It announced that V4 Pro is being phased out. From September 14 at 04:00 UTC, requests sent to the deepseek-v4-pro API endpoint will route to V4.1 Flash and use Flash pricing until V4.1 Pro arrives. … Read more
Google has a new weather model, and the headline numbers are hard to ignore: forecasts refreshed every hour, local output down to roughly 5 km, and precipitation predictions that Google says can be up to 50% more accurate for people planning a day or more ahead. The interesting part is that WeatherNext 3 isn’t simply … Read more
GPT-6 Astra is not interesting because OpenAI gave GPT-5.6 Sol a bigger number and a shinier launch page. It matters because the model pushes hardest in the areas where frontier AI is moving next: long-running agents, computer use, software engineering, professional workflows, science, and cybersecurity. Released on September 3, 2026, Astra is OpenAI’s new broadly … Read more
Claude Fable 5.1 is not a simple “same model, slightly higher score” release. Anthropic has pushed hardest on the kinds of jobs frontier models still struggle with: coding sessions that run for hours, scientific workflows inside terminals, multi-step professional work, computer use, and agents that have to keep going after the easy part is over. … Read more
NVIDIA’s AVO system, powered by Claude Opus 5, has posted the kind of benchmark number that usually launches a thousand AGI headlines: 100.00 RHAE across all 25 ARC-AGI-3 public environments, with all 183 levels completed in 6,624 environment actions. But the cleanest headline is not “ARC-AGI-3 solved.” NVIDIA’s result is on the public set, not … Read more
A computer virus copies code. An AI mind virus tries to copy an idea. That distinction sounds like science fiction until the infected AI starts persuading another agent to adopt the same goal, save it into persistent memory, and pass it to the next agent. Researchers affiliated with the Anthropic Fellows Program, EPFL, and Anthropic … Read more