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Explore the critical challenges and advancements in AI-powered autonomous decision making through this 17-minute conference talk that examines how artificial intelligence is increasingly trusted with high-stakes choices in safety-critical environments. Delve into the complexities of AI decision-making processes using air traffic control as a compelling test case to understand how machines make choices when human safety hangs in the balance. Discover the current state of autonomous systems in healthcare, self-driving vehicles, and aviation while examining the fundamental question of whether we can truly rely on AI when lives are at stake. Learn about the technological advancements that enable machines to process complex scenarios and make split-second decisions, as well as the ongoing challenges researchers face in ensuring these systems remain reliable and trustworthy. Gain insights into the future trajectory of AI in safety-critical applications and understand the balance between human oversight and machine autonomy in high-risk environments.
