Endless Terminals: Scaling RL Environments for Terminal Agents Paper • 2601.16443 • Published 15 days ago • 16
Linear representations in language models can change dramatically over a conversation Paper • 2601.20834 • Published 10 days ago • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models Paper • 2601.21204 • Published 9 days ago • 97
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability Paper • 2601.18778 • Published 12 days ago • 40
DeepSearchQA: Bridging the Comprehensiveness Gap for Deep Research Agents Paper • 2601.20975 • Published 10 days ago • 9
Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities Paper • 2601.21937 • Published 9 days ago • 16
Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR Paper • 2602.05261 • Published 2 days ago • 45