![The Lion's Den: Demystifying AI — Episode 3 — The Role of Domain Expertise in AI with Sam Jain](https://pbcdn1.podbean.com/imglogo/ep-logo/pbblog18851881/Dymystifying_AI_Logo_Lockup7ytpq_300x300.jpg)
Tuesday Jun 11, 2024
The Lion's Den: Demystifying AI — Episode 3 — The Role of Domain Expertise in AI with Sam Jain
Sam Jain, a data science and AI expert, discusses his experiences using AI in various industries, including trading and insurance. He emphasizes the importance of domain expertise in creating successful AI models and highlights the need for a combination of foundational models and proprietary data to provide accurate and personalized answers. Jain also discusses the challenges of measuring the success of AI models and the importance of architecture in processing and analyzing data. He touches on the issue of hallucinations in AI models and the need for caution and ethical considerations in deploying AI technology.
Chapters
00:00 Introduction and Background
02:31 AI in Capital Markets
07:00 Incorporating Natural Language Processing in Insurance
09:32 Hallucinations in AI Models
20:55 Deeper Insights and Latency in AI Models
23:30 Legacy Architecture and Silo Thinking
25:23 Fragmentation and Consolidation in the AI Industry
27:26 Ethical Considerations in AI Deployment
31:11 Improvements in Chatbot Technology
33:03 Considerations for Launching a Chatbot Today
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