An agentic coding tool tasked with cloning and setting up a seemingly benign GitHub repository could execute a malicious ...
Hao Li, Ruoyao Wen, Shanghao Shi, Ning Zhang, Yevgeniy Vorobeychik, Chaowei Xiao. The official implementation of the paper "AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic ...
Apple yesterday held its WWDC 2026 Platforms State of the Union, detailing a wide range of updates to its developer tools and platforms, headlined by a major expansion of the Foundation Models ...
Difficulty modeling should align with trajectories rather than solely the initial question. Existing methods typically rely on static difficulty estimations, handcrafted confidence heuristics, or ...