Energy News Beat Podcast
Building Trust in AI: Data Squared’s Breakthrough for Energy & Defense
11 Jul 2025
In this episode of Energy Newsbeat – Conversations in Energy, Stuart Turley speaks with Jon Brewton, CEO of Data Squared, about their groundbreaking work in AI and data management. Jon explains how their patented system eliminates AI hallucinations, making AI more trustworthy and transparent for industries like defense, energy, and engineering. They discuss the challenges of scaling AI, its applications in energy grid management, and the value of integrating various data types to optimize decision-making. This conversation sheds light on how AI can drive real-world solutions with reliability and explainability.This is huge, with new patents in hand, Data2 Squared is helping add accountability to AI. I have been learning a great deal about AI through the podcast series on AI and Data Centers, which is significant. The U.S. government and energy sectors will find Jon's company and his resources critical. For the U.S. to achieve energy dominance, it must also be AI Dominant. I applaud the accountability that Jon's team has successfully implemented. Check out https://data2.ai/Also connect with Jon on his LinkedIn here: https://www.linkedin.com/in/jon-brewton-datasquared/Thank you Jon, for stopping by the podcast, and your leading the charge in AI security is critical for the United States - Stu Highlights of the Podcast 00:00 - Intro00:39 – What Is Explainable AI?01:11 – The Problem with AI Hallucinations03:15 – AI Systems and Trust Issues06:21 – Data Squared’s Solution08:32 – Real-World Applications in Energy10:35 – Filtering Out Inaccurate AI Outputs12:28 – Beyond Analytics: Building Trustworthy AI16:12 – The Echo Chamber of AI Training Data17:57 – Who Can Benefit from Data Squared’s Technology?18:49 – Opportunities in the Utility Sector20:08 – Achieving a Patent in AI Technology21:06 – The Impact on Defense and Engineering23:25 – The Role of Military Experience in Innovation26:22 – The Unlikely Team Behind the Innovation28:29 – Looking Ahead: Future Applications in Energy29:01 – Closing RemarksFor the full transcript, please head over to https://theenergynewsbeat.substack.com/
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