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Franklin Mingzhe Li

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#artificial intelligence Preprint Oct 2026

Act on Your Behalf, Beyond Your Authorization: Benchmarking LLM Agent Authorization Alignment

The results show that task capability, additional reasoning, and consequence-oriented safety evaluation do not by themselves ensure authorization alignment, pointing to a tension between agent autonomy and preserving users'decision authority that calls for further human-centered study.

Zhi-Ping Zhang, Franklin Mingzhe Li, Zi-Hao Huang et al. · 1 citation
#human-computer interacti... Preprint Oct 2026

AssemblyLens: Exploring the Role of Structural Roadmaps and Strategies of Furniture Assembly Used by Blind and Low Vision Individuals

Instructions to assemble flat-packed furniture rely on visuals, making them inaccessible to Blind and Low Vision (BLV) individuals. Consequently, BLV individuals depend on caregivers or external services (e.g., Be My Eyes), limiting their autonomy. We explore how to empower them to assemble such furniture themselves, b...

Bo Liu, Gene S.-H. Kim, Franklin Mingzhe Li et al. · 0 citations

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