#Deep Learning

Paper Review: Deepening AI in Physics and Medicine, and Unraveling LLM Behavior

Review of 3 papers: AI's law discovery in physics, multimodal foundation models for medical AI, and LLM 'tool overuse'. AI advances scientific discovery and clinical prediction, raising new challen...

Paper Review - AI Research Trends in Early April 2026: Autonomous Agents and Deepening Reasoning

Review of latest papers from early April 2026. Three papers are covered: self-distillation for LLM reasoning, autonomous agent skill acquisition, and AI automation's labor market impact, explaining...

Paper Review - The Evolution of AI Agents and Challenges in Efficiency and Reliability

This article reviews three recent studies from early April 2026, focusing on AI agent capability expansion, fairness in multimodal evaluation, and efficiency in automated reasoning.

Monthly Paper Summary - Simultaneously Advancing Safety, Real-World Implementation, and Verifiability

March research shifted focus from improving model performance to ensuring safe, interpretable, and verifiable operation in real environments. Key advances in safety cases, agent robustness, robot a...

Paper Review March 19, 2026 - Pursuing AI Intelligence Augmentation and Energy Efficiency

Recent AI research prioritizes advancing intelligence and reducing environmental impact, focusing on efficient language models, neuro-symbolic AI in robotics, and autonomous agents for scientific d...