Before You Trust AI… Watch This episode artwork

EPISODE · Apr 8, 2026 · 20 MIN

Before You Trust AI… Watch This

from The Pavan Perspective · host Pavan Agarwal

Are Large Language Models (LLMs) truly intelligent—or are we falling for the hype? In this episode of The Pavan Perspective, Pavan Agarwal breaks down the reality behind LLMs, explaining why they process but don’t actually think, and what that means for businesses, decision-making, and the future of Artificial Intelligence. From the difference between reasoning and rationalization to the concept of Artificial General Intelligence (AGI) and the growing importance of data ownership, this conversation delivers powerful insights into how Ai really works—and how to use it effectively without being misled. Whether you're in tech, fintech, or simply curious about the future of Ai, this episode is a must-watch.Speaker InformationPavan AgarwalCEO of Sun West and Creator of AngelAiTMPavan Agarwal is the Chief Executive Officer of Sun West, one of the largest independent, privately owned mortgage companies based in the U.S. He is also the founder of Celligence, which harnesses the best of Artificial Intelligence and Emphatic Technology to make mortgages simple and accessible to everyone. Pavan is a major proponent of Fair Lending and using technology to create homeownership opportunities for underserved markets. He loves to bring innovation into the mortgage industry and seamlessly integrate business units, products, and disparate goals into a single architecture to achieve success. Pavan's exceptional achievements have garnered recognition from prestigious media outlets, including Fox News, Yahoo!, and Bloomberg. He's also been nominated for a national philanthropy award for his work with The Autism Community in Action (TACA).David LykkenFounder and Chief Transformation Officer | Executive Coach and Business Strategy ConsultantTransformational Mortgage Solutions, LLCDavid Lykken is a seasoned mortgage industry expert with over four decades of experience. As a former owner-operator of three mortgage banking companies, a software firm, and several leading consulting businesses, David has a proven track record of driving growth through consulting, executive coaching, and strategic communications. He specializes in working with C-level executives and business owners to develop business strategies, enhance sales and marketing efforts, and streamline operations for greater efficiency and profitability. David is a regular guest on FOX Business News and CNBC and hosts the popular weekly podcast, "Lykken on Lending," which attracts thousands of mortgage professionals nationwide. He also produces the daily market commentary, "Today’s Mortgage Minute," which reaches millions of viewers through various media outlets. In addition, David is a prolific writer, contributing articles to leading industry publications on a regular basis.Fox News, Yahoo!, Bloomberg, and CNBC are registered trademarks of Fox Media LLC, Yahoo Inc., Bloomberg Finance One L.P., and NBCUniversal Media, LLC, respectively.Sun West Mortgage Company, Inc. is acting as the Lender and offers financing to qualified borrowers. Sun West Mortgage Company, Inc is not affiliated with any third parties mentioned above. The names are owned by the respective third parties.

Are Large Language Models (LLMs) truly intelligent—or are we falling for the hype? In this episode of The Pavan Perspective, Pavan Agarwal breaks down the reality behind LLMs, explaining why they process but don’t actually think, and what that means for businesses, decision-making, and the future of Artificial Intelligence. From the difference between reasoning and rationalization to the concept of Artificial General Intelligence (AGI) and the growing importance of data ownership, this conversation delivers powerful insights into how Ai really works—and how to use it effectively without being misled. Whether you're in tech, fintech, or simply curious about the future of Ai, this episode is a must-watch.Speaker InformationPavan AgarwalCEO of Sun West and Creator of AngelAiTMPavan Agarwal is the Chief Executive Officer of Sun West, one of the largest independent, privately owned mortgage companies based in the U.S. He is also the founder of Celligence, which harnesses the best of Artificial Intelligence and Emphatic Technology to make mortgages simple and accessible to everyone. Pavan is a major proponent of Fair Lending and using technology to create homeownership opportunities for underserved markets. He loves to bring innovation into the mortgage industry and seamlessly integrate business units, products, and disparate goals into a single architecture to achieve success. Pavan's exceptional achievements have garnered recognition from prestigious media outlets, including Fox News, Yahoo!, and Bloomberg. He's also been nominated for a national philanthropy award for his work with The Autism Community in Action (TACA).David LykkenFounder and Chief Transformation Officer | Executive Coach and Business Strategy ConsultantTransformational Mortgage Solutions, LLCDavid Lykken is a seasoned mortgage industry expert with over four decades of experience. As a former owner-operator of three mortgage banking companies, a software firm, and several leading consulting businesses, David has a proven track record of driving growth through consulting, executive coaching, and strategic communications. He specializes in working with C-level executives and business owners to develop business strategies, enhance sales and marketing efforts, and streamline operations for greater efficiency and profitability. David is a regular guest on FOX Business News and CNBC and hosts the popular weekly podcast, "Lykken on Lending," which attracts thousands of mortgage professionals nationwide. He also produces the daily market commentary, "Today’s Mortgage Minute," which reaches millions of viewers through various media outlets. In addition, David is a prolific writer, contributing articles to leading industry publications on a regular basis.Fox News, Yahoo!, Bloomberg, and CNBC are registered trademarks of Fox Media LLC, Yahoo Inc., Bloomberg Finance One L.P., and NBCUniversal Media, LLC, respectively.Sun West Mortgage Company, Inc. is acting as the Lender and offers financing to qualified borrowers. Sun West Mortgage Company, Inc is not affiliated with any third parties mentioned above. The names are owned by the respective third parties.

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Before You Trust AI… Watch This

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This episode was published on April 8, 2026.

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Are Large Language Models (LLMs) truly intelligent—or are we falling for the hype? In this episode of The Pavan Perspective, Pavan Agarwal breaks down the reality behind LLMs, explaining why they process but don’t actually think, and what that means...

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