Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda (2025)

Chapter: Summary

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Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
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Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
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Page 3 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
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Page 4 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
Save
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Page 5 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
Save
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Page 6 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
Save
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Page 7 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
Save
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Page 8 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
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Page 8
Page 9 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
Save
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Page 9
Page 10 Cite
Suggested Citation: "Summary." National Academies of Sciences, Engineering, and Medicine. 2025. Machine Learning for Safety-Critical Applications: Opportunities, Challenges, and a Research Agenda. Washington, DC: The National Academies Press. doi: 10.17226/27970.
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Page 10
Next Chapter: 1 Engineering Safety-Critical Systems in the Age of Machine Learning
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