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Taming the Corporate AI Wildfire episode artwork

Oct 1, 2026 14 min

Taming the Corporate AI Wildfire

from The Data and AI Expedition Podcast

Think AI is a pristine, hyper-rational brain? It's not. This episode looks at the messier reality of corporate AI governance: data scientists spending 60% of their time scrubbing data (and baking in bias without meaning to), why banning AI outright kills innovation, how model errors turn into real friction like false fraud flags freezing accounts, and why unpredictable LLMs are pushing teams to use a second "LLM as a judge" to watch the first one. The question by the end: is "human-in-the-loop" governance actually working, or are we just asking machines to police themselves? Click here to view our website: ⁠⁠https://www.modelwaresystems.com/⁠⁠ Or find us on LinkedIn: ⁠⁠https://www.linkedin.com/company/modelware-systems⁠⁠ And for more in-depth content, visit our YouTube channel: ⁠⁠https://youtube.com/@modelwaresystems_com?si=QKCCiHmVaWruiutr⁠⁠ Here are the sources from the '...' webinar series, used to help create this episode: https://www.modelwaresystems.com/blog/ai-governance-for-data-managers/ https://www.modelwaresystems.com/blog/ai-governance-for-data-citizens/ https://www.modelwaresystems.com/blog/ai-governance-for-data-professionals/ https://www.modelwaresystems.com/blog/ai-governance-for-data-executives/

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Taming the Corporate AI Wildfire

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This episode was published on October 1, 2026.

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