IntoTexas AI Podcast

This week on IntoTexas AI, we take a look at news headlines and break down how Texas is rapidly evolving from an AI adopter into an AI builder.From a $20.9M semiconductor grant awarded to Applied Optoelectronics in Sugar Land, to new incentives for Nvidia in Irving, the state is making strategic bets across the AI infrastructure stack.We also explore:What a paused Waymo robotaxi rollout reveals about real-world AI challengesThe rise of physical AI, including TerraFirma’s move to Buda and its long-term ambitionsWhy data movement, compute, and infrastructure are becoming Texas’ AI advantageAI is no longer just software—it’s hardware, infrastructure, and execution at scale.📍 IntoTexas AI explores how artificial intelligence is reshaping Texas business, technology, and innovation.👉 Subscribe for weekly insights.

AI in healthcare is no longer experimental—it’s becoming a partner for the clinician and addressing patient care. And Texas is emerging as an important proving ground.In this episode of IntoTexas AI, we break down the significance of Dallas-based Spectral AI winning the Small Business Innovator Award at the Texas Innovation Conference—and why it signals a much bigger shift happening across the state.We explore how Spectral AI’s DeepView® System is bringing AI directly into clinical decision-making, helping doctors predict wound healing in real time and improve patient outcomes.But the story doesn’t stop there.Across Texas, healthcare AI is scaling fast:Over 75% of health systems are already using AIMajor institutions like UT System, UT Dell Medical Center, and UTMB are investing in AI-native healthcare infrastructureNew 2026 laws now require AI transparency, human oversight, and data governanceFrom radiology breakthroughs to predictive analytics, AI is reshaping how care is delivered—moving healthcare toward a more predictive, data-driven model at the point of care.This episode covers:What Spectral AI does and why it mattersHow AI is improving speed, accuracy, and efficiency in healthcareWhy Texas is becoming a national leader in healthcare AI deploymentThe opportunities—and risks—of rapid AI adoptionIf you want to understand where AI is going next, don’t just look at software—look at healthcare.

As the 2026 NFL Draft wraps, there’s a new voice shaping decisions inside team picks —not a scout, coach, or GM… but artificial intelligence.In this bonus episode of the IntoTexas AI podcast, Shannon Belew breaks down how the National Football League is using AI to evaluate players, simulate draft scenarios, and gain a competitive edge—and why that’s only part of the story.Because while headlines focus on AI models, the Dallas Cowboys are taking a different approach.Led by CIO Matt Messick, the organization is investing in something far less flashy—but far more important:Breaking down data silosModernizing hardware for real scouting workloadsBuilding a unified data platform to power AI at scaleThe result? A foundation that turns AI from a tool into a true decision-making advantage.This episode explores:How AI is already being used across the NFL draft processWhat experts—and team executives—are saying about its impactWhy most teams may be focusing on the wrong part of AIAnd what business leaders can learn from the Cowboys’ infrastructure-first strategyBecause in the NFL—and beyond—the future of AI isn’t about who has the best model.It’s about who builds the best foundation.

The Gen Z dilemma is real. As Texas accelerates its position as a national leader in the artificial intelligence economy, a surprising challenge is emerging—the very generation best equipped to use AI is starting to push back against it.In this episode of the IntoTexas AI Podcast, Shannon Belew explores the rise of AI-native talent—workers who treat AI as a built-in partner, not just a tool—and the growing tension among Gen Z as concerns about job loss, career paths, and relevance begin to surface.With cities like Dallas and Austin attracting a surge of early-career talent, Texas sits at the center of this shift. But as companies invest heavily in AI, a critical question is forming:How do you build an AI-powered economy when your workforce is increasingly skeptical of AI itself?This episode breaks down:What defines AI-native employees—and why they think differentlyWhy Gen Z is beginning to resist AI despite growing up with itThe emerging disconnect between executives and the workforceThe risks for Texas companies if this tension goes unresolvedAnd the three moves leaders must make to turn skepticism into momentumIf Texas gets this right, it won’t just lead in AI adoption—It will define how AI-native work actually functions.

In this episode of IntoTexas AI, Shannon Belew breaks down a bold declaration from Nvidia CEO Jensen Huang: stop focusing on ROI —and start experimenting.But this isn’t just theory.In Texas—home to 50+ Fortune 500 companies and hundreds of publicly traded firms—leaders are under real pressure to deliver quarterly results while investing heavily in AI. And that tension is showing up in real ways:Thousands of layoffs tied to AI-driven restructuringMassive investments in infrastructure, talent, and experimentationA growing gap between short-term expectations and long-term opportunityThis episode explores the AI paradox:Why companies are cutting costs and investing at the same time—and why waiting for clear ROI could put you behind.You’ll learn:Why AI doesn’t fit traditional ROI modelsHow leading companies are shifting from efficiency to experimentationWhat Texas executives must balance between Wall Street pressure and long-term betsA new playbook for AI: it's a strategy — not a projectIf you’re a CEO, board member, or leader navigating AI investment, this episode will challenge how you think about value, timing, and risk.

AI job growth is accelerating across the U.S.—but Texas is quickly emerging as one of the most important talent hubs for the next wave of AI transformation.In this episode of IntoTexas AI, host Shannon Belew breaks down where AI job growth is headed between 2026 and 2030—and why Texas is uniquely positioned to lead.Drawing on hiring trends from Indeed, we explore how AI demand is expanding beyond engineering roles into business, operations, and product leadership—and what that means for companies and professionals alike.Plus, a closer look at Dallas-Fort Worth and how enterprise demand, infrastructure investment, and workforce evolution are reshaping the region into a different kind of AI hub.If you're building, hiring, or navigating the future of work—this episode is your snapshot of where the market is going next.

Oracle layoffs hit Austin — but there's more to this tech workforce story.In this episode of IntoTexas AI, we break down how Oracle’s restructuring reflects a much bigger shift: trading people to fund AI investments.This isn’t about cost-cutting. It’s about capital reallocation.We also unpack a key insight: how do boards hold CEOs accountable if they aren't asking the right questions about AI. In this episode:What Oracle’s layoffs mean for Austin’s tech ecosystemHow AI is reshaping hiring, org structures, and investment prioritiesThe real trade-offs CEOs are making to fund AIWhat business leaders need to understand right nowIf you’re building, investing, or leading in Texas, this is an AI data point you can’t ignore.

Elon Musk is making another massive move — a $20 billion investment into TeraFab, a company focused on AI-driven manufacturing and next-generation infrastructure.- in space.But this isn’t just another AI story.In this episode of IntoTexas AI, we break down what this investment really means: the shift of AI from software into the physical world — factories, energy, and large-scale systems — and why Texas continues to be at the center of it.From talent wars to energy demand to the future of autonomous production. Is the future every builder, investor, and operator in Texas should be trying to better understand?.What you’ll learn:What TeraFab is and why it mattersWhy AI is moving beyond software into infrastructureThe potential impact on Texas manufacturing and energyWhat to watch next as this unfolds

What started as uncertainty around a major AI data center expansion in Abilene, Texas has quickly turned into a defining moment for the AI infrastructure race.After Oracle and OpenAI stepped back, Microsoft is now set to lease 900 megawatts of capacity — reinforcing the scale of demand for compute and the growing importance of Texas in the global AI ecosystem.In this episode of IntoTexas AI, we explore what changed, why data center strategy is evolving so quickly, and how Abilene is becoming one of the most important nodes in the future of AI.