Dangerous Data Assumptions in Maintenance AI with MotorDoc on CMMSradio episode artwork

EPISODE · Aug 6, 2025 · 48 MIN

Dangerous Data Assumptions in Maintenance AI with MotorDoc on CMMSradio

from CMMSradio · host CMMSradio

A rant you do not want to miss! Real deal pro ahead!!Dr. Howard Penrose critiques the overuse of simulated data in engineering and maintenance fields, emphasizing the value of real-world experience and data in both research and AI applications.Key Takeaways:Real data is being undervalued in favor of simulated or AI-generated data.AI systems in maintenance are often oversold and underperform.Academia is disconnected from field-based realities.Ethical and safety concerns arise from unchecked AI use.https://motordoc.com/

Episode metadata supplied by the publisher feed · Published Aug 6, 2025

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Dangerous Data Assumptions in Maintenance AI with MotorDoc on CMMSradio

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