Author

Su-Zie Choi

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Book Open access Sep 2026

Beyond the Fear of the unknown: Designing a Transparency-Driven Interface for Calibrated Trust in Autonomous Vehicles

As autonomous-driving systems take on increasing control authority, drivers are repositioned as human supervisors who must monitor decisions they did not make. Yet, today’s in-vehicle interfaces expose only the system’s final actions, leaving its underlying perception and reasoning invisible — a structural information...

Su-Zie Choi, Jinhyeong Kim, Sehee Lee et al. · Adjunct Proceedings of the 1... · 0 citations

#artificial intelligence Preprint Sep 2026

Doesn't Stop Reasoning: Analysis of Spurious CoT Termination

Across four LRMs, five benchmarks, and two early-exit methods, increasing attention to the injected EoT reduces spurious CoT termination and answering-phase length, and reveals a limitation of controlling LRMs by externally matching their explicit think-block format.

Seunghee Koh, Su-Zie Choi, Minchan Kwon et al. · 1 citation