Beyond Accuracy: A Cognitive Load Framework for Mapping the Capability Boundaries of Tool-use Agents Paper • 2601.20412 • Published Jan 28 • 2
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families Paper • 2412.06540 • Published Dec 9, 2024 • 3
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 5 days ago • 220
AutoRef: Harness Optimization for Agentic Multi-Reference Image Generation Paper • 2609.35530 • Published 3 days ago • 13
Chinese-Jev: Bringing System One Model to Chinese-Language Tasks Paper • 2609.36965 • Published 2 days ago • 12
OmniTaskonomy: When Does Visual Generation Improve Visual Understanding? Paper • 2609.38079 • Published 2 days ago • 45
EngiWorld: What Can Frontier Agents Deliver in Professional Engineering Environments? Paper • 2609.37686 • Published 2 days ago • 53
Beyond Dyadic Memory: Interaction-Aware Multimodal Memory with Adaptive Agentic Retrieval for Multi-Party Spoken Conversations Paper • 2609.32522 • Published 5 days ago • 70