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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Hongsheng Shang

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Review 2026

A Smarter Path to Mars: A Conceptual Framework for Human-AI Teamwork in Surface Exploration

The proposed concept adds engineering soundness by mapping Mars hazards to decision-support functions, defining human-authority requirements, identifying safety and planetary-protection guardrails, and laying out a staged validation pathway from concept review to tabletop exercises, analog missions, digital twins, and eventually certified operational systems.

Junyao Zhang, Hongsheng Shang · 0 citations

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