How multi-agent AI can strengthen space missions against the unknown

Space missions are entering a new era defined by complexity: more sensors, more software-driven behavior, more tightly coupled subsystems and more interactions between spacecraft and orbital infrastructure. As these systems evolve, the number of potential failure modes grows — ranging from thermal drift and aging hardware to configuration errors, environmental disturbances, and unfamiliar system behavior. […]
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