PACT: Can Enterprise AI Assistants Be Trusted Under Pressure? Paper • 2609.18605 • Published Sep 16 • 41
Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents Paper • 2609.17653 • Published Sep 15 • 45
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published Sep 16 • 85
Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning Paper • 2609.10445 • Published Sep 9 • 35
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published Aug 27 • 154
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 87
UniSwap: Streaming Audio-Visual Identity Swapping for Talking Videos Paper • 2608.11752 • Published Aug 13 • 23