#AI Research

Paper Review - Deepening Interpretability and Autonomous Thinking in Large Language Models

Features AI research from early May 2026. Details Anthropic's method for decoding Claude's thoughts with 'Natural Language Autoencoders', Goodfire AI's model control based on 'Neural Geometry', and...

Paper Review - The Forefront of AI Research in Early May 2026

This review covers recent papers on ML efficiency, Transformer architecture reform, and medical AI reliability from May 4-6, 2026.

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: Evolution of Autonomous Reasoning and Multimodal Adaptation in Agents

This article reviews three key studies from recent papers (April 21-22, 2026) on LLM agents, multimodal model inter-modal competition, and efficient model quantization.

Paper Review - Accelerating Scientific Discovery with AI and Deepening Agent Technology

From recent papers (April 18-20, 2026), this article covers reasoning models for scientific research, methods to enhance LLM reasoning, and safety evaluation for AI reliability.

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 - The Evolution of LLM Continual Learning and Reasoning Capabilities

Reviewing 3 papers from March 2026 on LLM "continual self-evolution" and "reasoning/safety". Discusses methods for learning without forgetting, autonomous decision-making as agents, and vulnerabili...