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cs.CL2026
SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents
Yanze Wang, Pengfei Yao, Tianyi Sun +7
Agent skills, SKILL files that package reusable procedural knowledge for an LLM agent, are a popular mechanism for extending agent capabilities. Public repositories now host them i…
cs.CL2026
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
Yu Chen, Runkai Chen, Sheng Yi +9
Long-term memory is a cornerstone of human intelligence. Enabling AI to process lifetime-scale information remains a long-standing pursuit in the field. Due to the constraints of f…
cs.CL2026
Induced Numerical Instability: Hidden Costs in Multimodal Large Language Models
Wai Tuck Wong, Jun Sun, Arunesh Sinha
The use of multimodal large language models has become widespread, and as such the study of these models and their failure points has become of utmost importance. We study a novel…