EPISODE · May 31, 2026 · 51 MIN
The Hidden Costs of AI You Are Not Seeing
from Invest in You · host Fredrik Sandvall, Ivan Sandvall, Charlie Sandvall
Ever wondered if the relentless march of technology is quietly evaporating our resources while we aren't looking? Dive straight into the unfiltered realities of artificial intelligence, moving beyond the standard chatbot hype to uncover the massive hardware demands and the staggering water usage required to cool data centres. We explore the hidden vulnerabilities of shadow AI creeping into daily workflows and the urgent need for robust security before deploying agentic systems. Expect a direct, no-nonsense look at how global hardware limitations and compliance laws are forcing massive shifts towards local, on-premise compute power. Discover what it takes to genuinely build secure frameworks, and how staying true to your guiding principles is essential when navigating this fast-paced digital frontier. Key Takeaways The AI industry faces significant hidden environmental costs, notably the massive water evaporation required to cool data centres hosting large AI clusters. Unregulated shadow AI poses a massive risk, as employees using public AI tools may unknowingly feed sensitive company data into frontier models. Before launching any agentic AI system, organisations must establish strict data provenance and a dedicated governance committee to prevent data leakage. Rapid AI compute demands mean massive hardware investments may become obsolete quickly, driving a shift towards local AI processing and future photonics. The rise of autonomous AI agents and embodied robotics will drastically alter the job market, making it vital to maintain personal agency and ethical principles. Quotes "The big macro thing is that I think people don't see as the hidden costs of AI. Like the fact that, you know, the huge water usage." "If you're not really thinking about AI observability... what data is going out to them, those companies are very not aware of that." "If I have my AI internally, then I don't have to worry about where my data is going because I know where it's going." "You need to have a governance committee that's actually built up of more people than you would think." "The more we get into using agents and relying on all this stuff, the less we do, the less agency we have." To Connect With Robert https://www.linkedin.com/in/rvandervoort/ Website https://robertvdv.com/ About the Podcast Invest in You is a global podcast where entrepreneur and investor Fredrik Sandvall shares practical ideas and conversations with founders, investors, and operators. Episodes focus on investing, entrepreneurship, and building long-term control and freedom. Occasionally joined by his sons Ivan and Charlie, the show offers both experience-based insight and a next-generation perspective. Listeners in 155+ countries tune in to think clearer, act smarter, and build with intent. Community & Contact Podcast community: https://bit.ly/4jxF94k Fredrik Sandvall LinkedIn: https://www.linkedin.com/in/sandvall/ Facebook: https://www.facebook.com/FredrikinLondon/
What this episode covers
Ever wondered if the relentless march of technology is quietly evaporating our resources while we aren't looking? Dive straight into the unfiltered realities of artificial intelligence, moving beyond the standard chatbot hype to uncover the massive hardware demands and the staggering water usage required to cool data centres. We explore the hidden vulnerabilities of shadow AI creeping into daily workflows and the urgent need for robust security before deploying agentic systems. Expect a direct, no-nonsense look at how global hardware limitations and compliance laws are forcing massive shifts towards local, on-premise compute power. Discover what it takes to genuinely build secure frameworks, and how staying true to your guiding principles is essential when navigating this fast-paced digital frontier. Key Takeaways The AI industry faces significant hidden environmental costs, notably the massive water evaporation required to cool data centres hosting large AI clusters. Unregulated shadow AI poses a massive risk, as employees using public AI tools may unknowingly feed sensitive company data into frontier models. Before launching any agentic AI system, organisations must establish strict data provenance and a dedicated governance committee to prevent data leakage. Rapid AI compute demands mean massive hardware investments may become obsolete quickly, driving a shift towards local AI processing and future photonics. The rise of autonomous AI agents and embodied robotics will drastically alter the job market, making it vital to maintain personal agency and ethical principles. Quotes "The big macro thing is that I think people don't see as the hidden costs of AI. Like the fact that, you know, the huge water usage." "If you're not really thinking about AI observability... what data is going out to them, those companies are very not aware of that." "If I have my AI internally, then I don't have to worry about where my data is going because I know where it's going." "You need to have a governance committee that's actually built up of more people than you would think." "The more we get into using agents and relying on all this stuff, the less we do, the less agency we have." To Connect With Robert https://www.linkedin.com/in/rvandervoort/ Website https://robertvdv.com/ About the Podcast Invest in You is a global podcast where entrepreneur and investor Fredrik Sandvall shares practical ideas and conversations with founders, investors, and operators. Episodes focus on investing, entrepreneurship, and building long-term control and freedom. Occasionally joined by his sons Ivan and Charlie, the show offers both experience-based insight and a next-generation perspective. Listeners in 155+ countries tune in to think clearer, act smarter, and build with intent. Community & Contact Podcast community: https://bit.ly/4jxF94k Fredrik Sandvall LinkedIn: https://www.linkedin.com/in/sandvall/ Facebook: https://www.facebook.com/FredrikinLondon/
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The Hidden Costs of AI You Are Not Seeing
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