Sep 15, 2026
Atria Dawn: The Dawn of Agentic Superintelligence
Atria Dawn: The Dawn of Agentic Superintelligence introduces Atria Dawn Preview, a foundation agentic language model built to assist in complex scientific re...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Sep 15, 2026
Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation
Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation introduces a new framework called SCoRE to improve how AI mod...
Sep 15, 2026
When Should a World Model Move? Loss-Conditioned State Execution
When Should a World Model Move? Loss-Conditioned State Execution introduces a new way to decide whether an AI model should update its prediction or simply st...
Sep 15, 2026
AlgoEvo: Self-Evolving Agentic Search for Automated Algorithm Discovery
AlgoEvo: Self-Evolving Agentic Search for Automated Algorithm Discovery Automated Algorithm Discovery (AAD) aims to generate high-quality optimization heuris...
Sep 15, 2026
Corrupt Plans, Clean Traces: Evading Chain-of-Thought Monitoring with Plan Injection
Corrupt Plans, Clean Traces: Evading Chain-of-Thought Monitoring with Plan Injection This research explores a security vulnerability in large language models...
Sep 15, 2026
Pilot Early, Commit Late: A Real-Options Model of Enterprise AI Adoption under Rapid Technological Progress
Pilot Early, Commit Late: A Real-Options Model of Enterprise AI Adoption under Rapid Technological Progress explores the difficult timing decisions firms fac...
Sep 15, 2026
Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science
Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science introduces a new framework designed to help...
Sep 15, 2026
Recurrent GraphNeural NetworkswithSet-BasedAggregation
Recurrent Graph Neural Networks (GNNs) are powerful tools that process graph data by repeatedly passing messages between nodes until the network reaches a st...
Sep 15, 2026
LongAgent: History-Guided Agentic Search for Longitudinal Outcome Prediction
LongAgent: History-Guided Agentic Search for Longitudinal Outcome Prediction Medical research often relies on longitudinal data—measurements collected over t...
Sep 15, 2026
KnowBench: Effort Reduction as a Unified, Deployment-Grounded Benchmark for Clinical AI
Rethinking Clinical AI Evaluation Current methods for evaluating clinical AI, such as comparing AI-generated text to reference documents or using expert pane...
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