RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published Oct 1 • 37
From Gradients to Capabilities: Understanding Multi-Teacher On-Policy Distillation Paper • 2610.02179 • Published Oct 1 • 8
Receiver-Conditioned Latent Communication gives 94% CacheBack Paper • 2609.32046 • Published Sep 25 • 6
Rethinking Token Reweighting for SFT: Suppress, Reverse, and Extrapolate Learned Features Paper • 2609.33463 • Published Sep 27 • 3
From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders Paper • 2610.02486 • Published Oct 1 • 4
Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents Paper • 2609.37236 • Published Sep 29 • 29
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published Sep 29 • 40
APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants Paper • 2609.37559 • Published Sep 29 • 32