Dangerous Data Assumptions in Maintenance AI with MotorDoc on CMMSradio
CMMSradio

Dangerous Data Assumptions in Maintenance AI with MotorDoc on CMMSradio

2025-08-06
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...
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