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Archive/ai research

🔬 AI Research

Academic papers, research breakthroughs, and scientific advances in machine learning and AI.

90 articles

Researchphysics-informed ML/novel architecture

AI ‘super-brain’ learns physics, completes optical design in 30 days

Researchers at Chalmers University of Technology have developed a machine learning system that learns the laws of physics before training, allowing it to... interestingengineering.com

ResearchML applications / fusion energy

Princeton researchers use machine learning to prevent plasma instabilities in two fusion tokamaks for the first time at commercial-scale conditions

Researchers at the U.S. Department of Energy's Princeton Plasma Physics Laboratory have cleared a significant hurdle in the pursuit of commercial fusion. energiesmedia.com

ResearchLLM agents / continual learning

LifeSkill: LLM Agents Learn Continuously

LifeSkill framework enables LLM agents to continuously learn from test-time feedback, significantly improving performance on long-horizon tasks by... startuphub.ai

Newsrobotics - dexterous manipulation

Consistency, not complexity, is the key to teaching robots dexterity, new research suggests

Teaching robots to manipulate objects with humanlike dexterity has long been one of robotics' toughest challenges. Tasks such as rotating an object in-hand... techxplore.com

ResearchAI security/backdoor attacks

This AI model backdoor attack stays hidden until you customize the model

A new AI model backdoor attack hides in shared models, passing security scans and activating only after a user customizes the model. helpnetsecurity.com

Researchdataset integrity / ML reproducibility

Flawed Kaggle Datasets Used in Clinical Models Spark Retractions

Researchers found celebrity images and thousands of duplicated entries in datasets that were used to create predictive models, including some in clinical... the-scientist.com

Researchevolutionary algorithms & reinforcement learning

Survey Bridges Evolutionary Algorithms and Reinforcement Learning

A comprehensive survey titled "Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms" appears on arXiv as... letsdatascience.com

LaunchAI for science

Gemini for Science: AI experiments and tools for a new era of discovery

Gemini for Science is a new collection of science tools and experiments to expand the scale and precision of scientific exploration. blog.google

Researchquantum machine learning breakthrough

Quantum Computers Maintain Learning Edge Despite Real-World Noise

Thirty to forty qubits is all it took to reveal a clear advantage for quantum machine learning, a threshold previously thought far beyond reach. quantumzeitgeist.com

ResearchML in healthcare/mental health

Machine Learning Doubles Depression Remission Rate

Summary: A pioneering, first-of-its-kind study demonstrated that a personalized, machine-learning-guided lifestyle coaching program can nearly double the... neurosciencenews.com

ResearchML in healthcare/mental health

Machine Learning Personalizes Depression Treatment with the Help of Wearable Technology

UC San Diego researchers report substantial reductions in symptoms of depression by using machine learning to tailor behavioral interventions based on data... today.ucsd.edu

Researchcontinual learning/catastrophic forgetting

Researchers improve AI's ability to learn new tasks without sacrificing performance

A new framework allows AI models that have already been trained to learn new tasks without sacrificing performance when performing old tasks. techxplore.com

NewsAI research weekly roundup

This week in AI research: Fields medalist says GPT-5.5 Pro did PhD-level math in an hour, Anthropic teaches Claude to 'dream'

The past week or so, Anthropic's gated Mythos model remains a news fixture, drawing White House policy attention, a Mozilla proof point and a somewhat... rdworldonline.com

ResearchML applied to materials science

Machine learning proves that graphene is hydrophobic

For more than a decade, a fundamental mystery has surrounded graphene—the one-atom-thick "wonder material" known for its exceptional strength, conductivity,... phys.org

Researchfoundation models for biology

Scaling and quantization of a foundational deep learning model for network biology

We developed a Geneformer model with an expanded pretraining dataset of more than 100 million single-cell human transcriptomes. The increased data diversity... nature.com

Researchprivacy-preserving ML

Apple shares recordings and research from recent privacy-focused AI and ML workshop

Apple has published four recordings and a research recap from its 2026 Workshop on Privacy-Preserving Machine Learning & AI. 9to5mac.com

Researchphysical machine learning / neuromorphic materials

Amsterdam researchers have built a material that learns without software, and its moving structure remembers past shapes as if intelligence were embedded in the object itself

Most materials are predictable. Push them, bend them, heat them, and they respond the same way every time. Robots are different, but they usually need a... ecoticias.com

Researchreinforcement learning for motion retargeting

Disney Research Releases ReActor Motion-Retargeting System

Disney Research published a paper and demo video describing **ReActor: Reinforcement Learning for Physics-Aware Motion Retargeting**, a system that adapts... letsdatascience.com

NewsAI research integrity/retraction

A Major Paper Claiming AI Is Good for Students Just Got Retracted, Which Is Very Bad News for Advocates of AI in the Classroom

The publishers of the journal Nature retracted a much-touted study that claimed AI had a "large positive impact" on learning. futurism.com

Researchgeneralization theory/neural networks

Why Massive AI Models Actually Generalize Better

Researchers use statistical physics and "toy models" to explain how neural networks avoid overfitting and stabilize learning in high-dimensional spaces. neurosciencenews.com