Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI Paper • 2510.16720 • Published Oct 19 • 7
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks Paper • 2510.12635 • Published Oct 14 • 16
Agent models: Internalizing Chain-of-Action Generation into Reasoning models Paper • 2503.06580 • Published Mar 9 • 20
OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning Paper • 2412.16849 • Published Dec 22, 2024 • 9
