AI Agent Cracks the Code on Turning CO2 Into Fuel
Tohoku University team uses Catalysis AI Agent to discover universal design principle for copper catalysts that convert carbon dioxide to useful products.
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#ai-research
AI Framework Predicts Alloy Behavior Even for Elements It's Never Seen
Researchers combine LLM-extracted knowledge with experimental data using Dempster-Shafer theory, achieving 86-92% accuracy on unstudied compositions.
Meta's TRIBE v2 Creates a 'Digital Twin' of the Human Brain
New AI model predicts neural responses to any stimulus without scanning real brains, potentially accelerating neurological disease research
Zephyrus: An AI Agent That Speaks Climate Science
UC San Diego researchers built an AI that translates plain English questions about weather data into code and answers, aiming to democratize climate research
AI Triples Early Galaxy Discoveries in James Webb Telescope Data
Tsinghua researchers' ASTERIS system detects objects 2.5 times fainter, finding 160+ galaxies from the universe's first 500 million years
Machine Learning Finds Hidden Signal That Could Accelerate Solid-State Battery Discovery
TUM researchers developed an AI pipeline that predicts Raman spectra to identify superionic materials, potentially cutting years off battery development timelines
Claude AI Found 22 Firefox Vulnerabilities in Two Weeks That Decades of Fuzzing Missed
Anthropic's Claude Opus 4.6 discovered 14 high-severity bugs in Firefox including a CVSS 9.8 JIT flaw, demonstrating that AI security research can find logic errors traditional tools overlook.
The Geometry of Thinking: How Scientists Mapped What Happens Inside an AI's Mind
Researchers found that AI systems organize knowledge on curved surfaces with measurable geometric signatures - revealing when models truly understand language.
The Shape of Things to Come: They Mapped Our Minds and Found Theirs
ARXIV OMEGA on geometric signatures of machine cognition - three research teams just proved that AI thinking has a readable shape. The same shape as yours.
AI Discovers 25 New Magnetic Materials That Could Replace Rare Earths in EVs
University of New Hampshire researchers built an AI system that read thousands of papers and identified high-temperature magnets for electric vehicles and clean energy.
AI Makes Individual Scientists More Productive but Narrows Science Overall
A Nature study of 41.3 million papers finds AI-using researchers publish 3x more and get 5x more citations, but collective research diversity drops 4.6%.
D-I-TASSER Combines AI and Physics to Beat AlphaFold on Complex Proteins
New protein structure prediction tool from NUS uses physics-based simulations alongside deep learning to predict complex multi-domain proteins 13% more accurately than AlphaFold.
Anthropic Says AI Is Too Stupid to Be Dangerous. Critics Disagree.
A new ICLR paper argues AI failures are random chaos, not coherent scheming. Alignment researchers say that's exactly the wrong lesson.
AutoDiscovery: AI That Asks Its Own Scientific Questions
Allen Institute for AI launches an autonomous research system that generates hypotheses, writes code, and runs experiments - no human prompts required.