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Generative AI for Product Managers
Manage episode 387950917 series 3399382
Natalia Burina, a product leader with deep expertise in AI, joins this episode to discuss Generative AI and its potential impact for product managers. The conversation with Natalia, a former leader at Meta, Salesforce, Samsung, eBay, and Microsoft, weaves through many important focus areas, including:
- The potential and limitations of generative AI.
- Generative AI and its potential impact on business.
- AI technology and its applications in product development.
- AI technology risks and challenges in product management.
- Cultivating psychological safety for AI teams.
- Generative AI, product management, and leadership.
Find out more at ProductVoices.com.
Kapitler
1. Generative AI for Product Managers (00:00:00)
2. Introduction to Product Voices podcast and its purpose (00:00:02)
3. Introduction and Welcome to Product Voices (00:00:37)
4. The Excitement and Growth of AI in Recent Years (00:02:27)
5. Huge Business Opportunities with Generative AI (00:05:07)
6. Generative AI Shining in Use Cases Requiring Creativity (00:06:58)
7. Importance of Frameworks in Evaluating Generative AI Use Cases (00:09:25)
8. Leveraging Competitive Advantage in Generative AI (00:12:28)
9. The Cost and Limited Accessibility of Training Large Models (00:15:12)
10. User Experience Challenges and Inconsistency in Generative AI (00:19:20)
11. The Challenge of Stochastic Technology (00:20:33)
12. Low Literacy Rates: A Global Issue (00:21:32)
13. Enhancing User Experience with Generative AI (00:22:15)
14. Fairness and Privacy Concerns in the AI Ecosystem (00:24:10)
15. Samsung's Privacy Incident: Workers Share Proprietary Source Code (00:26:23)
16. The Importance of Transparency in AI Systems (00:26:48)
17. Copyright Lawsuits and the Use of Copyrighted Data (00:28:20)
18. Risks and Challenges in AI Product Development (00:29:11)
19. Challenges with AI Recommendations and Setting Expectations (00:32:14)
20. Educating Leaders and Setting a Safe Environment for AI Products (00:35:02)
21. The Power of Writing and Conversations for Growth (00:38:55)
22. Wrapping up the Conversation and Thanking the Guest (00:41:07)
97 episoder
Manage episode 387950917 series 3399382
Natalia Burina, a product leader with deep expertise in AI, joins this episode to discuss Generative AI and its potential impact for product managers. The conversation with Natalia, a former leader at Meta, Salesforce, Samsung, eBay, and Microsoft, weaves through many important focus areas, including:
- The potential and limitations of generative AI.
- Generative AI and its potential impact on business.
- AI technology and its applications in product development.
- AI technology risks and challenges in product management.
- Cultivating psychological safety for AI teams.
- Generative AI, product management, and leadership.
Find out more at ProductVoices.com.
Kapitler
1. Generative AI for Product Managers (00:00:00)
2. Introduction to Product Voices podcast and its purpose (00:00:02)
3. Introduction and Welcome to Product Voices (00:00:37)
4. The Excitement and Growth of AI in Recent Years (00:02:27)
5. Huge Business Opportunities with Generative AI (00:05:07)
6. Generative AI Shining in Use Cases Requiring Creativity (00:06:58)
7. Importance of Frameworks in Evaluating Generative AI Use Cases (00:09:25)
8. Leveraging Competitive Advantage in Generative AI (00:12:28)
9. The Cost and Limited Accessibility of Training Large Models (00:15:12)
10. User Experience Challenges and Inconsistency in Generative AI (00:19:20)
11. The Challenge of Stochastic Technology (00:20:33)
12. Low Literacy Rates: A Global Issue (00:21:32)
13. Enhancing User Experience with Generative AI (00:22:15)
14. Fairness and Privacy Concerns in the AI Ecosystem (00:24:10)
15. Samsung's Privacy Incident: Workers Share Proprietary Source Code (00:26:23)
16. The Importance of Transparency in AI Systems (00:26:48)
17. Copyright Lawsuits and the Use of Copyrighted Data (00:28:20)
18. Risks and Challenges in AI Product Development (00:29:11)
19. Challenges with AI Recommendations and Setting Expectations (00:32:14)
20. Educating Leaders and Setting a Safe Environment for AI Products (00:35:02)
21. The Power of Writing and Conversations for Growth (00:38:55)
22. Wrapping up the Conversation and Thanking the Guest (00:41:07)
97 episoder
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