Forbes October 21, 2025
Lance Eliot

In today’s column, I examine the importance of performing vital and comprehensive validations of modern-day systems, including the validation of systems based on AI.

Though you might naturally assume that AI developers and AI makers are mindfully validating their cutting-edge systems before public placement into the marketplace, the sad and altogether disconcerting news is that validation efforts often get short shrift. The mindset of fast deployment tends to downplay the crucial need to undertake thoughtful validation.

Readers know that I have been repeatedly calling for more attention to AI safety (see my coverage at the link here and the link here, for example). As AI systems, such as multi-agent AI conglomerations, are devised and brought to fruition, we are getting...

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Topics: AI (Artificial Intelligence), Healthcare System, Safety, Technology
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