The AI Gold Rush Is Creating a Massive Chip Problem | Joel Polanco of Intel

What happens when AI, semiconductors, and agentic software collide? In this episode of Martechify, host Ekaterina Konovalova sits down with Joel Polanco, Senior Hardware Product Manager in Intel’s Data Center and AI Computing Group, to discuss the future of AI infrastructure, semiconductor manufacturing, agentic AI, edge computing, and how technology is changing business across industries. Joel shares his 20+ year journey at Intel, explains why chip manufacturing is becoming strategically critical again in the U.S., and breaks down how AI demand is transforming data centers, software, retail, customer service, and even skilled trades like plumbing and HVAC. They also explore the rise of agentic AI, AI hallucinations, workflow reliability, hybrid AI, edge computing, vibe coding, autonomous systems, and what it will take to scale these technologies responsibly. In this episode, we cover: Intel’s transformation and investment in manufacturing Why AI is driving unprecedented chip demand The future of U.S. semiconductor production Agentic AI and bots talking to bots AI in retail, point of sale, and autonomous stores Hybrid AI, edge agents, and cost efficiency AI hallucinations, workflow quality, and trust Vibe coding, 3D printing, and tech for skilled trades 00:00 Introduction to Joel Polanco and Martechify 00:47 Joel’s career journey and why he joined Intel 01:57 What’s happening in the semiconductor industry 05:41 Intel’s turnaround and startup mindset inside a large company 06:34 AI boom, chip demand, and data center expansion 09:13 Can the industry keep up with demand? 10:49 Will this AI cycle be different from past tech booms? 12:34 How close are we to holograms, AR, and humanoid robots? 15:15 Joel’s previous role: retail, point of sale, and self-checkout 19:46 Joel’s new role in Intel’s Xeon and AI server business 21:46 What is agentic AI and how is it changing behavior? 29:43 Vibe coding, plumbers, electricians, and AI-powered work 34:39 AI reliability, hallucinations, and when systems improve 39:40 Guardrails, workflows, and managing AI quality 42:03 How to handle AI mistakes in real business processes 44:51 Winning back customers through trust and collaboration 46:55 Joel’s customer-first philosophy in his new role 48:48 Who Intel’s data center customers are 50:42 Final thoughts on the future of agentic AI #AI #Intel #AgenticAI #Semiconductors #DataCenters #ArtificialIntelligence #Martech #DigitalTransformation #EdgeComputing #RetailTech #FutureOfWork #TechPodcast #Innovation