Aligning Agentic World Models via Knowledgeable Experience Learning Paper • 2601.13247 • Published 4 days ago • 13
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency Paper • 2601.05905 • Published 14 days ago • 18
Can We Predict Before Executing Machine Learning Agents? Paper • 2601.05930 • Published 14 days ago • 26
InnoGym: Benchmarking the Innovation Potential of AI Agents Paper • 2512.01822 • Published Dec 1, 2025 • 36
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21, 2025 • 113
Executable Knowledge Graphs for Replicating AI Research Paper • 2510.17795 • Published Oct 20, 2025 • 15
OceanGym: A Benchmark Environment for Underwater Embodied Agents Paper • 2509.26536 • Published Sep 30, 2025 • 36
Towards Personalized Deep Research: Benchmarks and Evaluations Paper • 2509.25106 • Published Sep 29, 2025 • 30