The Product Experience
Navigating AI bias: Insights and strategies - John Haggerty (Founder, The PM Insider)
May 22, 2024
John Haggerty, Founder of The PM Insider, delves into the complexities of bias in AI in product management. He talks about mitigating bias in generative AI models, strategies for fairness testing, and the importance of human involvement in addressing biases. The discussion also covers the challenges of AI technologies like GPT models, testing tools for bias and accuracy, and the future of product management in the AI era.
39:20
Episode guests
AI Summary
AI Chapters
Episode notes
Podcast summary created with Snipd AI
Quick takeaways
- Verification of AI outputs and addressing biases through diverse data sources and model adjustments is crucial for ethical AI development.
- Proactive measures like defining fairness criteria and conducting premortem analyses, along with using tools for bias testing, are essential for addressing bias in AI.
Deep dives
John Haggotty's Product Management Journey and AI Focus
John Haggotty, a former VP of product management at highway.ai, transitioned into product management organically by solving customer documentation challenges early in his career. He delves into AI exploration, particularly in generative AI and LLM technologies. John discusses the importance of defining AI terms and distinguishing between machine learning and generative AI within the broader AI universe.
Remember Everything You Learn from Podcasts
Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.
