CXOTalk

Top Data Scientists Explain Bad Data, Poisoned Datasets, and Other AI Killers | CXOTalk #896


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Is your AI built on quicksand? Learn how bad data, poisoned datasets, and deep fakes threaten your AI systems, and what to do about it.

In this episode of CXOTalk (#896), AI luminaries Dr. David Bray and Dr. Anthony Scriffignano reveal the hidden dangers lurking in your AI foundations. They share practical strategies for building trustworthy AI systems and escaping the "AI quicksand" that traps countless organizations.

๐ŸŽฏ KEY TAKEAWAYS:

  • The Five Ms framework for identifying AI failures before they scale
  • Why red teams are essential for AI risk management
  • How nation-states are actively poisoning AI training data
  • Critical questions every leader must ask about their AI initiatives
  • The future of specialized AI models vs. mega LLMs


๐Ÿ”ท Show notes and resources: https://www.cxotalk.com/episode/escape-ai-quicksand-data-misuse-misadventures-and-mal-intent

๐Ÿ”ท Newsletter: www.cxotalk.com/subscribe

๐Ÿ”ท LinkedIn: www.linkedin.com/company/cxotalk

๐Ÿ”ท Twitter: twitter.com/cxotalk


00:00 ๐Ÿค– Understanding AI Quicksand and the Challenges of Data

02:16 โš ๏ธ The Five Ms of AI Risks and Practical Examples

07:12 ๐Ÿ’ก The Disconnect in AI Adoption and the Importance of Purpose

09:46 ๐Ÿค– The Challenges and Risks of Generative AI

14:28 โš–๏ธ Ethical and Intellectual Property Concerns in AI

16:30 ๐Ÿ›ก๏ธ Responsibility and Oversight in Ethical AI

20:22 โš–๏ธ Liability and Critical Thinking in AI Services

22:12 ๐Ÿ“œ AI Regulation and Consumer Advocacy

25:55 ๐Ÿค– Future Directions in AI Development

30:59 ๐Ÿค– Exploring AI's Potential and Limitations

33:03 ๐Ÿงช Data Poisoning and Its Implications

40:07 โš ๏ธ Addressing AI Risks and Perception of Reality

41:38 ๐Ÿ“Š The Evolution of Data Analysis and Critical Thinking

44:36 ๐Ÿง  Teaching Critical Thinking and AI Critique

46:36 ๐Ÿค– Embodied AI, Data Misuse, and Global AI Perspectives

50:57 ๐Ÿค– The Evolution of Work and AI's Role

52:59 ๐ŸŒŸ AI's Positive Impact on Healthcare and Society

56:23 ๐ŸŒˆ Hope and Resilience in the Age of AI


#AI #ArtificialIntelligence #DataScience #AIEthics #MachineLearning #DataPoisoning #GenerativeAI #EnterpriseAI #AIStrategy #DigitalTransformation #CyberSecurity #AIRegulation #FutureOfWork #TechLeadership #CXOTalk

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CXOTalkBy Michael Krigsman

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