Introducing SPARKS Unveiling the Autonomous AI Scientist For centuries, scientific discovery has been a testament to human ingenuity , marked by flashes of intuition, painstaking trial-and-error, and incremental experimentation. While the 20th century saw t... AI biology Artificial Intelligence Biology proteins
The Dawn of Self-Adapting Language Models: A New Paradigm for AI Learning Large Language Models (LLMs) have ushered in a new era of artificial intelligence, demonstrating unparalleled abilities in understanding and generating complex human language. However, a fundamental c... Artificial Intelligence
Graph-PRefLexOR and the Dawn of Interpretable AI Reasoning The quest for automated scientific discovery has evolved significantly over the last decade thanks to AI. Yet modern AI, particularly large language models (LLMs), still face challenges with structure... Artificial Intelligence
Introducing SyntheMol-RL An Antibiotic Discovery Powered by Artificial Intelligence The escalating crisis of antibiotic resistance presents one of the most urgent threats to global public health, with millions of deaths linked to drug-resistant bacterial infections annually. Among th... Artificial Intelligence Chemistry drug discovery
Evaluating LLMs for Real-World Healthcare: The MedHELM Framework The rapid advancement of Large Language Models (LLMs) has ignited considerable interest in their potential applications within healthcare, particularly given their impressive performance on medical kn... Artificial Intelligence Medicine
Open Deep Search: An Open-Source Framework for Advanced AI Search In the rapidly evolving landscape of artificial intelligence, search technologies powered by large language models (LLMs) have become increasingly sophisticated, offering users more contextually relev... AI benchmarks Artificial Intelligence
New AI Framework PRefLexOR Teaches Itself to Reason Like a Scientist Generative Artificial Intelligence (AI) models, particularly large language models (LLMs), have significantly altered the landscape of natural language processing and hold immense potential for scient... Artificial Intelligence
HELMET: A Comprehensive Benchmark for Evaluating Long-Context Language Models The ability of language models to process and understand increasingly long texts , known as long-context language models (LCLMs) , is unlocking a wide range of potential applications, from summarizing... AI benchmarks Artificial Intelligence
Microsoft Research Proposes Deep Integration of Computer Use Agents in AgentOS for Windows The automation of desktop applications has long been a goal for improving productivity, traditionally relying on rigid and fragile script-based Robotic Process Automation (RPA) systems. The emergence ... Artificial Intelligence Computer Science
Introducing SALTY an Explainable AI for Hardware Trojan Detection In an era defined by globally distributed supply chains and the increasing reliance on third-party intellectual property (IP) in semiconductor design, the threat of maliciously inserted hardware Troja... Artificial Intelligence Computer Science
Enhancing Automated Grading with Human Insight: The GradeHITL Framework Today’s academic environment is as challenging and providing teachers with tools to facilitate education is more important than ever before. Grading assignments, especially open ended text, is a time ... Artificial Intelligence Education
Enabling Automated Scientific Discovery Full Review The scientific method is a cornerstone of progress since the Enlightenment, it involves a cyclical process of observation, hypothesis, experimentation, and communication, traditionally dri... Artificial Intelligence