SEEK: Skill Extraction with Evolving Knowledge against Frontier Science Agents.

arXiv:2610.34365v2 Announce Type: replace-cross Abstract: Science agents increasingly package domain expertise as reusable skills that plan analyses, select tools, and execute workflows. This modularity creates a confidentiality risk: the interactions that del