Chaos and Caffeine Podcast 33 Human in the Loop Why Your AI Implementation Fails
Автор: motordoc
Загружено: 2026-02-28
Просмотров: 19
Описание:
AI is being sold as the silver bullet for reliability, maintenance and corporate efficiency. But if that were true, why are so many implementations underperforming or outright failing? In this episode of Chaos and Caffeine, we break down the real reason AI initiatives struggle inside organizations: the missing human in the loop.
We discuss: garbage in, garbage out; why anomaly detection without operational context creates false positives; how drift, retuning, and system changes confuse machine learning and AI models; the danger of cloud-based black boxes in critical infrastructure; AI governance, transparency, ethics and IEEE 7000 standards; why skepticism isn't fear, it's responsible; how AI should amplify engineers and programmers, not replace them.
If you work in reliability, maintenance, utilities, power generation, or AI development, this episode is for you. Like, subscribe, and share with someone who thinks AI is either magic or evil. Because the truth is far more interesting.
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