How AI Is Transforming Drug Discovery: The Robin System’s Leap Forward Artificial intelligence is rapidly redefining the way new medications are discovered. Imagine a process where AI sifts through endless scientific literature, uncovers hidden links, and guides research... AI automation drug discovery drug repurposing literature synthesis multi-agent systems RNA-seq therapeutics
PRefLexOR: Teaching AI to Reason Like Scientists Imagine an AI that doesn't just provide fast answers but engages in deep, reflective reasoning—constantly refining its understanding the way a dedicated scientist would. PRefLexOR, a novel framework f... AI reasoning knowledge graphs language models preference optimization recursive modeling reinforcement learning scientific discovery
Large Reasoning Models: Breakthroughs and Breaking Points in AI Problem-Solving Artificial intelligence has made remarkable strides, and Large Reasoning Models (LRMs) are at the forefront of this revolution. These models promise to deliver more than just answers, they aim to repl... AI research artificial intelligence benchmarking chain-of-thought large language models model limitations problem complexity reasoning
How CACTUS Bridges AI and Cheminformatics for Accelerated Molecular Discovery Recent breakthroughs in artificial intelligence promise to revolutionize drug discovery, yet most language models struggle with the complexity of chemistry. CACTUS, a new open-source agent, aims to ch... AI agents cheminformatics drug discovery large language models molecular analysis open source prompt engineering
Benchtop NMR Spectroscopy: Bringing Advanced Lipoprotein Analysis to Every Clinic What if advanced cardiovascular risk assessment wasn’t limited to elite research facilities? Thanks to recent breakthroughs in benchtop nuclear magnetic resonance (NMR) spectroscopy, that vision is be... benchtop technology biomarkers cardiovascular risk clinical diagnostics lipoproteins NMR personalized medicine
How a Chemistry Escape Room Transforms Lab Learning for Undergraduates BONUS APP! I "vibe coded" this app using Gemini Pro! A great example of how to make research fun as well showcase how AI can help transform learning experiences. Want to learn more or how to create ex... chemistry education escape rooms game-based learning laboratory skills pedagogy student engagement transferable skills
HELMET: Raising the Bar for Long-Context Language Model Evaluation The rapid advancement of long-context language models (LCLMs) is transforming what AI can do, from digesting entire books to managing vast swaths of information in a single pass. Despite this progress... AI benchmarks evaluation long-context models model-based evaluation open-source models retrieval-augmented generation summarization
Automated Model Merging: How Evolutionary Optimization is Democratizing AI Innovation Building advanced AI models has traditionally required vast computational resources, high costs, and significant environmental impact. Now, a new method—evolutionary optimization for automated model m... AI models cross-domain AI evolutionary algorithms large language models machine learning optimization model merging open source AI
Unlocking Alzheimer’s Mysteries: How PHGDH Changes the Game Alzheimer’s disease remains one of the most challenging neurodegenerative conditions, particularly in its late-onset form (LOAD), which strikes millions without clear genetic risk factors. Recent rese... Alzheimer's amyloid-beta biomarkers neurodegeneration PHGDH therapeutics transcriptional regulation
How Machine Learning is Revolutionizing Gene Function Prediction Imagine harnessing smart algorithms to unravel the mysteries of our genetic blueprint. Machine learning is transforming gene function prediction by processing vast amounts of biological data and ident... artificial intelligence bioinformatics data integration gene function genomics machine learning predictive models
Revolutionizing Windows Automation: Inside Microsoft Research's UFO2 AgentOS Seamless Automation at the OS Level Desktop automation is undergoing a transformation, moving away from brittle scripts and clunky process emulators. With Microsoft Research's UFO2 AgentOS proposal fo... agentos agents applications. automation desktop tasks their windows
Inside the Enemy's Lair: How Salmonella Outsmarts Our Immune Defenders The Microbial Battlefield Within Imagine a hidden struggle unfolding in your body, where Salmonella bacteria invade not just tissues but the immune cells sent to destroy them. These bacteria specializ... antibiotic resistance bacterial survival immune cells innate immunity phage shock proteins Salmonella SsrA-SsrB