RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
Paper • 2610.01780 • Published • 277
Amy W.
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VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks liked a model 4 days ago
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Beyond Accuracy: A Cognitive Load Framework for Mapping the Capability Boundaries of Tool-use Agents
Paper • 2601.20412 • Published • 2
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families
Paper • 2412.06540 • Published • 3
Scaling Properties of Same-Family On-Policy Distillation
Paper • 2609.32722 • Published • 326
AutoRef: Harness Optimization for Agentic Multi-Reference Image Generation
Paper • 2609.35530 • Published • 22
Chinese-Jev: Bringing System One Model to Chinese-Language Tasks
Paper • 2609.36965 • Published • 26
OmniTaskonomy: When Does Visual Generation Improve Visual Understanding?
Paper • 2609.38079 • Published • 56
EngiWorld: What Can Frontier Agents Deliver in Professional Engineering Environments?
Paper • 2609.37686 • Published • 72
Beyond Dyadic Memory: Interaction-Aware Multimodal Memory with Adaptive Agentic Retrieval for Multi-Party Spoken Conversations
Paper • 2609.32522 • Published • 82