AI Research

AI Research Papers

Keep up with the latest AI research, arXiv papers, and machine learning breakthroughs with readable summaries and direct links to the original work.

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Jul 24, 2026

AI Evaluation AI Agents Large Language Models

OpenForgeRL: Train Harness-native Agents in Any Environment

Modern AI agents are increasingly powerful, but they are often wrapped in complex "inference harnesses"—software scaffolds that manage multi-turn reasoning,...

Jul 24, 2026

Large Language Models AI Evaluation Reasoning

MIRROR: Learning from the Other View for Multi-Modal Reasoning

MIRROR: Learning from the Other View for Multi-Modal Reasoning Vision-language models (VLMs) often struggle with reasoning, even when the information provide...

Jul 24, 2026

Healthcare AI AI Evaluation Computer Vision

MSBraM: A Multi-scale Self-supervised Brain Foundation Model for Hierarchical EEG Dynamics Learning

MSBraM: A Multi-scale Self-supervised Brain Foundation Model for Hierarchical EEG Dynamics Learning Electroencephalogram (EEG) signals are complex, containin...

Jul 24, 2026

Large Language Models AI Agents Robotics

PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning

PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning In long-horizon reinforcement learning for LLM agents, weak policies often struggl...

Jul 24, 2026

AI Evaluation Reasoning Computer Vision

The Boundaries of Automation: A Theory of Persistent Human Participation

The Boundaries of Automation: A Theory of Persistent Human Participation The rapid advancement of AI has led to a common assumption: that humans are only inv...

Jul 24, 2026

Large Language Models Reasoning AI Systems

SPORD: A Simulation-Propose-then-OR-Dispose Approach for Supply Chain Planning

SPORD: A Simulation-Propose-then-OR-Dispose Approach for Supply Chain Planning introduces a new methodology to solve the complex, fragmented, and often slow...

Jul 24, 2026

AI Safety Large Language Models AI Evaluation

Beyond Sycophancy: Structured Resistance and Compliance in LLM Moral Reasoning

Beyond Sycophancy: Structured Resistance and Compliance in LLM Moral Reasoning This paper explores why large language models (LLMs) often change their opinio...

Jul 24, 2026

AI Systems AI Agents Large Language Models

Toward Continuous Assurance for the Democratization of AI Agent Creation in Industry

Toward Continuous Assurance for the Democratization of AI Agent Creation in Industry As organizations increasingly allow non-engineering staff to build AI ag...

Jul 24, 2026

Reasoning AI Evaluation AI Agents

AREX: Towards a Recursively Self-Improving Agent for Deep Research

AREX: Towards a Recursively Self-Improving Agent for Deep Research introduces a new approach to AI-driven research.

Jul 24, 2026

Reasoning AI Agents Computer Vision

Logical Regression for Planning with Axioms

Logical Regression for Planning with Axioms In automated planning, logical regression is a technique used to determine the most general conditions required f...