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Top Data Scientist Reveals AI Challenges | CXOTalk #890
Manage episode 505040047 series 125544
Too often, AI breaks in the wild. Why? CXOTalk 890 dissects the adversarial economy with Steven C. Daffron (fintech private equity leader) and Anthony Scriffignano (distinguished data scientist), hosted by Michael Krigsman.
Discover the challenges of **ai implementation** and the strategies needed to navigate the **future of work** in an AI-driven world. Stay informed with expert insights on CXOTalk.
What you’ll learn:
- How AI enables and masks adversarial behavior
- Misaligned incentives, data/model drift, and bias
- Governance vs. regulation; resilient metrics and KPIs
- Investor/CFO implications and talent/education needs
🔷 Full episode and summary: https://www.cxotalk.com/episode/ai-misadventures-and-the-adversarial-economy
🔷 Newsletter: www.cxotalk.com/subscribe
🔷 LinkedIn: www.linkedin.com/company/cxotalk
🔷 Twitter: twitter.com/cxotalk
#ArtificialIntelligence #AIEthics #AdversarialAI #DigitalTransformation #CXOTalk #privateequity
00:00 🤖 Introduction to AI and the Adversarial Economy
04:38 🧠 Philosophical and Technical Insights into AI Misadventures
08:20 🤖 Adversarial AI and Ethical Challenges
10:27 ⚖️ Balancing Ethics, Privacy, and AI Development
12:16 🌍 Philosophical Perspectives on AI and Responsibility
16:03 🤖 Challenges in Designing Resilient AI Systems
20:45 📊 Data Quality and Concept Drift in AI Systems
22:24 💼 AI in Investment and Operational Strategy
25:13 💼 Challenges in AI Investment and Returns
27:22 📊 Financial Frameworks and Technical Oversight in AI
32:35 ♟️ The Red Queen Problem in AI Innovation
34:13 🤔 Navigating Influences and Decision-Making in Innovation
38:16 🌍 Challenges in AI Strategy and Global Collaboration
40:57 🔒 Data Protection and Ethical Challenges
44:08 🤖 Balancing AI Development and Data Protection
45:19 ⚖️ AI Liability and Governance Challenges
50:56 📜 Governance vs. Law in AI Development
568 episodes
Manage episode 505040047 series 125544
Too often, AI breaks in the wild. Why? CXOTalk 890 dissects the adversarial economy with Steven C. Daffron (fintech private equity leader) and Anthony Scriffignano (distinguished data scientist), hosted by Michael Krigsman.
Discover the challenges of **ai implementation** and the strategies needed to navigate the **future of work** in an AI-driven world. Stay informed with expert insights on CXOTalk.
What you’ll learn:
- How AI enables and masks adversarial behavior
- Misaligned incentives, data/model drift, and bias
- Governance vs. regulation; resilient metrics and KPIs
- Investor/CFO implications and talent/education needs
🔷 Full episode and summary: https://www.cxotalk.com/episode/ai-misadventures-and-the-adversarial-economy
🔷 Newsletter: www.cxotalk.com/subscribe
🔷 LinkedIn: www.linkedin.com/company/cxotalk
🔷 Twitter: twitter.com/cxotalk
#ArtificialIntelligence #AIEthics #AdversarialAI #DigitalTransformation #CXOTalk #privateequity
00:00 🤖 Introduction to AI and the Adversarial Economy
04:38 🧠 Philosophical and Technical Insights into AI Misadventures
08:20 🤖 Adversarial AI and Ethical Challenges
10:27 ⚖️ Balancing Ethics, Privacy, and AI Development
12:16 🌍 Philosophical Perspectives on AI and Responsibility
16:03 🤖 Challenges in Designing Resilient AI Systems
20:45 📊 Data Quality and Concept Drift in AI Systems
22:24 💼 AI in Investment and Operational Strategy
25:13 💼 Challenges in AI Investment and Returns
27:22 📊 Financial Frameworks and Technical Oversight in AI
32:35 ♟️ The Red Queen Problem in AI Innovation
34:13 🤔 Navigating Influences and Decision-Making in Innovation
38:16 🌍 Challenges in AI Strategy and Global Collaboration
40:57 🔒 Data Protection and Ethical Challenges
44:08 🤖 Balancing AI Development and Data Protection
45:19 ⚖️ AI Liability and Governance Challenges
50:56 📜 Governance vs. Law in AI Development
568 episodes
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