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Research
11 developments on research in 4 countries and bodies. The most recent is OpenAI offers academic labs free access to its life-sciences model GPT-Rosalind, 15 Oct 2026.
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- OpenAI offers academic labs free access to its life-sciences model GPT-Rosalind
Access to a frontier biology model stays gated by OpenAI’s trusted-access approval even for academic labs on the free plan.
- Stanford researchers introduce Next-Concept Modeling, generating text coarse to fine in parallel
It is a faster alternative to diffusion language models for parallel text generation, tested so far on research benchmarks at matched scale, not against frontier chat models.
- Sakana AI and Berkeley researchers show a model improving itself over two rounds
Self-improvement on tasks with no automatic grader is the hard case, and an open-weights model is now shown doing it for two rounds.
- Astrophysicist uses Claude Science to make a complete ultraviolet sky map
Agents assembled a complete ultraviolet sky survey from existing archives, with no new telescope, and the predicted third of the map is labelled as such.
- Google’s Project Suncatcher prototype satellite is in orbit to test TPUs in space
Google is testing whether its AI chips can work in orbit, the first step in research on hosting machine-learning infrastructure in space.
- Anthropic study: robots could do 74% of US physical tasks but are cost-competitive on 0.3%
The study puts physical automation on the same footing as language models in the work record, and finds cost is the main brake today.
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- Claude computes a nine-loop particle-physics amplitude; the human record was eight
A model did most of a frontier-of-field physics calculation for about $100 of compute. The physicists involved say it executed a known recipe and did not supply a new idea.
- Claude speeds up 30 open biology models about 4x; Anthropic backs a design contest
A lab is publishing measured speed-ups for the open biology stack and funding a wet-lab contest, the week it opened gated access to the same capabilities.
- Google launches the DeepMind Institute, a forum on AGI’s effects led by Shane Legg
Google DeepMind now runs a public forum on how AGI may affect society, led by its co-founder Shane Legg.
- BIS: private credit lending to tech passed $1tn, with 46% of borrowers loss-making
Regulators now have a measured base for the AI debt worry: more than $1 trillion of private loans to tech, with 46% of borrowers losing money.
- Google DeepMind’s WeatherNext 3 learns from live satellite data and powers Search and Maps
The model behind weather in Google Search, Maps and the Gemini app now learns from satellite data, and its outputs are open to researchers and grid operators.