Abstract: Personalized learning has gained significant attention in recent years in response to the limitations of one-size-fits-all approaches to teaching, particularly in areas such as programming ...

A wave of AI-powered coding assistants is transforming how Python developers learn, debug, and build projects. From Claude Code’s project comprehension to GitHub Copilot’s code suggestions, tools now ...

Abstract: Automatic detection and prevention of open-set failures are crucial in closed-loop robotic systems. Recent studies often struggle to simultaneously identify unexpected failures reactively ...

Adaptive Query-level Routing: Dynamically routes each query to either native VideoLLM reasoning for simple or high-confidence questions, or multi-step visual program reasoning for complex long-range ...