Join Dr. Tamara Nall for coffee-shop-style conversations that explore how AI is transforming our world today. With 25 years in data analytics and a doctorate in AI and machine learning, Dr. Nall creates a welcoming space where the doers, the builders, and the innovators share their stories.
Each episode cuts through technical jargon to showcase AI-powered solutions that are solving real problems across industries. You'll hear from the people who are actually creating these technologies—no fluff, no abstract ideas—just real technology, real impact, and real innovation that expands what we thought possible.
Lead with AI focuses on authentic stories and practical applications. Dr. Nall's conversations highlight the genuine impact of artificial intelligence without the hype. Whether you're an AI expert or simply curious about how this technology is changing our world, you'll walk away thinking: "Wow. I never thought this was possible."
Subscribe to discover how today's innovators are using AI to address challenges, create opportunities, and shape our future.
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Join Dr. Tamara Nall for coffee-shop-style conversations that explore how AI is transforming our world today. With 25 years in data analytics and a doctorate in AI and machine learning, Dr. Nall creates a welcoming space where the doers, the builders, and the innovators share their stories.
Each episode cuts through technical jargon to showcase AI-powered solutions that are solving real problems across industries. You'll hear from the people who are actually creating these technologies—no fluff, no abstract ideas—just real technology, real impact, and real innovation that expands what we thought possible.
Lead with AI focuses on authentic stories and practical applications. Dr. Nall's conversations highlight the genuine impact of artificial intelligence without the hype. Whether you're an AI expert or simply curious about how this technology is changing our world, you'll walk away thinking: "Wow. I never thought this was possible."
Subscribe to discover how today's innovators are using AI to address challenges, create opportunities, and shape our future.
Google Director Reveals How Two Billion People Now Search Using Conversational AI
Lead With AI
1 month ago
Google Director Reveals How Two Billion People Now Search Using Conversational AI
Two billion monthly users now interact with Google through conversational AI instead of traditional keyword searches. Soufi Esmaeilzadeh, Director of Product Management for Google Search, leads the team that transformed how humanity discovers information through AI Overviews and AI mode. In this episode of Lead with AI, Dr. Tamara Nall speaks with Soufi about the query fan out technique that breaks complex questions into subtopics and researches them simultaneously, mimicking how humans naturally reason through problems. Soufi shares how college students navigate career decisions through back-and-forth dialogue with AI mode, how parents plan family vacations by describing nuanced requirements in natural language, and how Search Live allows people to debug appliances simply by pointing their camera and asking questions. She reveals three innovation frontiers reshaping information discovery: agentic capabilities where AI books reservations on your behalf, multi-modal interfaces that understand video and audio inputs, and personalization that remembers your preferences without requiring repetition. For anyone curious about how search evolved beyond blue links and keywords into conversational assistance, Soufi explains what happens when two billion people shift from searching to having conversations.
Want to experience the future of search? Visit google.com/ai to access Google's latest AI-powered search capabilities, including AI mode, Search Live, and visual AI features.
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Lead With AI
Join Dr. Tamara Nall for coffee-shop-style conversations that explore how AI is transforming our world today. With 25 years in data analytics and a doctorate in AI and machine learning, Dr. Nall creates a welcoming space where the doers, the builders, and the innovators share their stories.
Each episode cuts through technical jargon to showcase AI-powered solutions that are solving real problems across industries. You'll hear from the people who are actually creating these technologies—no fluff, no abstract ideas—just real technology, real impact, and real innovation that expands what we thought possible.
Lead with AI focuses on authentic stories and practical applications. Dr. Nall's conversations highlight the genuine impact of artificial intelligence without the hype. Whether you're an AI expert or simply curious about how this technology is changing our world, you'll walk away thinking: "Wow. I never thought this was possible."
Subscribe to discover how today's innovators are using AI to address challenges, create opportunities, and shape our future.
