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upvoted a paper 4 days ago

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

Paper • 2602.05386 • Published 5 days ago • 66

upvoted a paper 11 days ago

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

Paper • 2601.20833 • Published 12 days ago • 173

upvoted a paper 24 days ago

EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines

Paper • 2601.09465 • Published 26 days ago • 41

upvoted 2 papers 26 days ago

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published 29 days ago • 114

KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions

Paper • 2601.04745 • Published Jan 8 • 58

upvoted 3 papers 27 days ago

FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments

Paper • 2601.07853 • Published Jan 9 • 10

RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction

Paper • 2601.06966 • Published 29 days ago • 8

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Paper • 2601.06789 • Published 30 days ago • 78

upvoted a paper 28 days ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published 29 days ago • 210