From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery Paper • 2508.14111 • Published Aug 18 • 33
Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning Paper • 2508.19202 • Published Aug 26 • 7
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens Paper • 2508.05305 • Published Aug 7 • 46
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10 • 97