Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines? Paper • 2602.14111 • Published Feb 15 • 57
MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use Paper • 2608.20202 • Published Aug 20 • 34
Evaluating Music Context Preservation: A Multi-facet Framework for Music Editing Systems Paper • 2512.14629 • Published Aug 18 • 3
Evaluating Music Context Preservation: A Multi-facet Framework for Music Editing Systems Paper • 2512.14629 • Published Aug 18 • 3
Evaluating Music Context Preservation: A Multi-facet Framework for Music Editing Systems Paper • 2512.14629 • Published Aug 18 • 3
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published Aug 12 • 89
CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning Paper • 2601.11556 • Published Feb 27
Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning Paper • 2606.03965 • Published Jun 2 • 1
view article Article Beyond Surface Alignment: Belief as the Gateway to Deep Alignment in LLMs Alibaba-VELLDEPTH • Aug 3 • 5
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published Aug 12 • 89
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 62
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published May 28 • 23
Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling Paper • 2604.27039 • Published Apr 29 • 25
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis Paper • 2604.24198 • Published Apr 27 • 24
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language Paper • 2604.19667 • Published Apr 21 • 21
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 36
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders Paper • 2602.05027 • Published Feb 4 • 63