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VehDyn provides a systematic foundation for developing driving world models that are physically consistent and visually realistic, and benchmarks 12 state-of-the-art video world models.
A flow-matching architecture trained exclusively on historical aircraft trajectories, with no route labels or chart supervision, that generates aircraft trajectory distributions that closely match historical traffic, reproducing known airspace structure around San Francisco Airport.
Voice-to-Trajectory for Air Traffic Control is introduced, a joint voice communication-flight trajectory data embedding framework that can be a component of situational awareness in congested airspaces, and assist the development of tools for ATC as they reason in real-time over Automatic Dependent Surveillance-Broadca...
This article experimentally evaluates whether large language models (LLMs) can generate operationally realistic ATC transmissions and outlines a concrete path and its current limits toward LLM-assisted ATC.
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