Thought without systematicity? Evaluating reasoning models on rule induction tasks Paper • 2609.13948 • Published Sep 12 • 3
Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses Paper • 2608.24876 • Published Aug 25 • 32
Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models Paper • 2508.14285 • Published Aug 19, 2025 • 1
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published Aug 5 • 24
PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents Paper • 2608.04003 • Published Aug 4 • 23
Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces Paper • 2605.17698 • Published May 17 • 5
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Paper • 2210.03885 • Published Oct 8, 2022 • 1
Topology-Preserving Neural Operator Learning via Hodge Decomposition Paper • 2605.13834 • Published May 13 • 4
HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts Paper • 2605.13997 • Published May 13 • 3
HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts Paper • 2605.13997 • Published May 13 • 3
Topology-Preserving Neural Operator Learning via Hodge Decomposition Paper • 2605.13834 • Published May 13 • 4
Continual Harness: Online Adaptation for Self-Improving Foundation Agents Paper • 2605.09998 • Published May 11 • 19
KinDER: A Physical Reasoning Benchmark for Robot Learning and Planning Paper • 2604.25788 • Published May 4 • 2