Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 6 days ago • 29
Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation Paper • 2610.29989 • Published 5 days ago • 172
OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners Paper • 2610.24087 • Published 10 days ago • 53
DLite: History-free Speculative Decoding for Agentic AI Paper • 2610.23787 • Published 10 days ago • 35
BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business Paper • 2610.20424 • Published 12 days ago • 497
History Replays Itself: Unleashing Long-Context Capability in Linear Attention Paper • 2610.15715 • Published 15 days ago • 26
More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning Paper • 2610.19789 • Published 12 days ago • 61
One Model to Loop Them All: Elastic Latent Recurrence for Language Models Paper • 2610.12582 • Published 18 days ago • 19
Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 13 days ago • 217
From Prompting to Composing: A Spatial Canvas Interface for Poster Generation Paper • 2610.12230 • Published 18 days ago • 21
STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization Paper • 2609.38169 • Published 27 days ago • 156
Towards Looped Models Done Right, Part II: Rethinking at Fixed Points Paper • 2610.06833 • Published 21 days ago • 35
Accent Analogy Guidance: More Speaker Similarity at Equal Accent in Cross-Lingual Voice Cloning Paper • 2609.29123 • Published Sep 24 • 8
QuantWM: Temporally Consistent 2-Bit KV Cache Quantization for Video World Models Paper • 2609.26425 • Published 28 days ago • 23
RealtimeWAM: One-Step Asynchronous World Action Models Paper • 2610.06617 • Published 21 days ago • 24
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs Paper • 2609.32259 • Published 27 days ago • 104