Tag: Data Ethics
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What is the hidden currency 💲 of enterprise AI success?
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TRUST, which is why I ❤️ my LinkedIn 💪 superpower – Building trust-centered #AI transformation at scale! 2024 proved something powerful: as AI capabilities expand exponentially, human leadership in responsible implementation becomes even more critical. Leading AI governance initiatives this year revealed how organizations succeed with AI – not through…
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Nexus: A Brief History of Information Networks from the Stone Age to AI by Yuval Noah Harari
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I’m finally reading Sapiens: A Brief History of Humankind by Yuval Noah Harari and looking forward to moving right into Nexus: A Brief History of Information Networks from the Stone Age to AI afterward. Harari covers the hard-to-see quotidian delegation of decision-making to AI in Nexus’ 2nd half. Decision provenance and explainability…
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Warning: AI May Not Operate as Intended
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Responsible AI frameworks and workflows can help companies navigate the unpredictable nature of Generative AI technologies. The research firm, Arize AI, reported a 473.5% increase in the number of Fortune 500 companies citing AI as a risk factor in their annual financial reports since 2022. The Arize AI report of…
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Dummy Data Is Smart 💡 Business
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Dummy data is smart 💡 business. Why? Responsible AI development and implementation requires tinkering, validation, and bias reduction strategies. Synthetic data – dummy data as I like to call it, also referred to as human-engineered or mock data – helps with quick prototyping, demos, and also sandbox ⏳ training. Most…