How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities Paper • 2603.02578 • Published about 1 month ago • 25
view article Article Making LLMs Truly Remember You | LightMem: Lightweight and Efficient Memory-Augmented Generation Feb 28 • 4
view article Article Create, Evaluate, and Connect AI Skills | SkillNet: A Large-Scale Agentic "Skill Graph" Knowledge Base Feb 28 • 13
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem Paper • 2602.14367 • Published Feb 16 • 17
ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces Paper • 2602.11683 • Published Feb 12 • 8
From Data to Behavior: Predicting Unintended Model Behaviors Before Training Paper • 2602.04735 • Published Feb 4 • 15
Aligning Agentic World Models via Knowledgeable Experience Learning Paper • 2601.13247 • Published Jan 19 • 15
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency Paper • 2601.05905 • Published Jan 9 • 20
InnoGym: Benchmarking the Innovation Potential of AI Agents Paper • 2512.01822 • Published Dec 1, 2025 • 36
MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation Paper • 2511.03942 • Published Nov 6, 2025 • 2
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21, 2025 • 115
Executable Knowledge Graphs for Replicating AI Research Paper • 2510.17795 • Published Oct 20, 2025 • 15
When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation Paper • 2510.07238 • Published Oct 8, 2025 • 15
OceanGym: A Benchmark Environment for Underwater Embodied Agents Paper • 2509.26536 • Published Sep 30, 2025 • 36