Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI Paper • 2510.16720 • Published Oct 19, 2025 • 7
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks Paper • 2510.12635 • Published Oct 14, 2025 • 16
Agent models: Internalizing Chain-of-Action Generation into Reasoning models Paper • 2503.06580 • Published Mar 9, 2025 • 20