Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 14 days ago • 245
What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents Paper • 2610.06406 • Published 17 days ago • 28
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 370
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published Aug 27 • 133
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 80
Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis Paper • 2608.18940 • Published Aug 19 • 35
Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning Paper • 2607.29211 • Published Jul 31 • 14
DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces Paper • 2608.03451 • Published Aug 4 • 34
Ego2Robot: Scalable Robot Data Synthesis from Egocentric Human Data Paper • 2608.02580 • Published Aug 3 • 27