May 18, 2026
Fully Open Meditron: An Auditable Pipeline for Clinical LLMs
Fully Open Meditron: An Auditable Pipeline for Clinical LLMs Clinical decision support systems are increasingly used in healthcare, but the models powering t...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
May 18, 2026
Look Before You Leap: Autonomous Exploration for LLM Agents
Large language model (LLM) agents often struggle in unfamiliar environments because they tend to "prematurely exploit"—they try to solve tasks using prior kn...
May 18, 2026
Formal Methods Meet LLMs: Auditing, Monitoring, and Intervention for Compliance of Advanced AI Systems
Formal Methods Meet LLMs: Auditing, Monitoring, and Intervention for Compliance of Advanced AI Systems This research addresses the growing challenge of gover...
May 18, 2026
FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast
FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast This paper introduces FORGE (Failure-Optimized Reflective Graduation and Ev...
May 18, 2026
An Algebraic Exposition of the Theory of Dyadic Morality
An Algebraic Exposition of the Theory of Dyadic Morality This paper provides a mathematical framework for the Theory of Dyadic Morality (TDM), a psychologica...
May 18, 2026
Prospective multi-pathogen disease forecasting using autonomous LLM-guided tree search
Prospective multi-pathogen disease forecasting using autonomous LLM-guided tree search Public health officials rely on accurate disease forecasting to manage...
May 18, 2026
Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most
Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most This research investigates how well Large Language Models (LLM...
May 18, 2026
Property-Guided LLM Program Synthesis for Planning
Property-Guided LLM Program Synthesis for Planning introduces a more efficient way to use Large Language Models (LLMs) for creating computer programs, specif...
May 18, 2026
ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents
ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents Developing AI agents capable of shopping online...
May 15, 2026
Explainable Detection of Depression Status Shifts from User Digital Traces
Explainable Detection of Depression Status Shifts from User Digital Traces This research introduces a framework designed to analyze how a user’s mental healt...
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