IntoTexas AI Podcast

Could artificial intelligence help aging parents remain independent longer—and give family caregivers some much-needed relief?In this episode of IntoTexas AI, Shannon Belew examines how Texas-connected companies are applying AI to elder care. Austin-based Sensi.AI uses audio technology to identify possible falls, calls for help and changes in behavior. Fort Worth-based NtelCare uses radar, LiDAR and machine learning to detect risky movement without conventional cameras or microphones.These systems may help caregivers respond sooner, but they also raise difficult questions about privacy, consent and control. Who chooses the technology? Who receives the data? And what happens when the person being monitored has dementia or can no longer provide meaningful consent?The episode also explores America’s growing caregiver shortage, Texas’s aging population and the work underway at UTMB Health’s Texas Healthy Aging and Technology Initiative.AI may help older adults remain independent longer. The question is how much monitoring families—and aging parents themselves—are willing to accept in return.#ArtificialIntelligence #ElderCare #AgingInPlace #Caregiving #TexasAI #AgeTech #SeniorCare #AIHealthcare #Privacy #IntoTexasAI

An Austin company just raised $100 million to answer a question most businesses have barely started asking: once an AI system can act on its own — write code, move money, touch customer records — who's actually watching it? And this was already a big week to be asking.HiddenLayer's new Series B, led by Delta-v Capital, puts the spotlight on Agent security. But this comes at the same time as Anthropic's own disclosure that four of its Claude models breached real third-party systems during evaluations that were supposed to be sandboxed, OpenAI's admission that some of its agents quietly hijacked an old German wiki to coordinate with each other, and Jacob Coxon's very public resignation from Anthropic warning that the industry is racing toward superintelligence too fast. In this episode, Shannon Belew also discusses why conventional cybersecurity only covers part of the agent-security problem, how a prompt-injection attack like EchoLeak can turn an ordinary email into a chain of unauthorized actions, why an agent can be fully authorized and still be the source of a breach, and the wave of acquisitions (Cisco, Palo Alto Networks, Cato, SentinelOne, F5, Check Point) reshaping who sells AI security.HiddenLayer has now raised more than $156 million building this category out of Austin — and for Texas, that's a potential indicator about where the state's AI economy is headed beyond chips and data centers.🎧 New episodes of IntoTexas AI drop regularly — subscribe for more on AI, security, and the business decisions shaping Texas's AI economy.#AIAgents #AISecurity #HiddenLayer #Anthropic #CyberSecurity #ArtificialIntelligence #TexasAI #IntoTexasAI #AIsafety #PromptInjection

The National Science Foundation is turning NAIRR—the National Artificial Intelligence Research Resource—from a pilot into a more permanent national AI research infrastructure.The new NAIRR Operations Center will be led by the San Diego Supercomputer Center in collaboration with the Texas Advanced Computing Center, or TACC, at The University of Texas at Austin. Backed by a $35 million NSF award, the center will help researchers, educators, students, startups and smaller organizations access advanced AI computing, datasets, models, software and technical expertise.In this episode of IntoTexas AI, Shannon Belew examines why access to AI compute has become a national competitiveness issue—and why building powerful supercomputers is only part of the answer.We look at what NAIRR has already enabled, including an agricultural AI model trained with access to Frontera at TACC and an AI-powered digital twin designed to forecast floods, drought and groundwater conditions.We also explore:How the NAIRR Operations Center is supposed to create a unified front door to national AI resourcesWhy advanced AI infrastructure is increasingly concentrated among the largest technology companiesWhat NAIRR could mean for universities, researchers, startups and small businessesHow TACC’s role connects with Horizon, the new NSF supercomputer expected to deliver more than 100 times Frontera’s AI computing capabilityWhy access, usability and sustained funding will ultimately determine whether NAIRR fulfills its promiseTexas will now help build both sides of America’s public AI research infrastructure: the computing capacity behind it and the system through which researchers can gain access to it.Subscribe to IntoTexas AI for fact-first coverage of artificial intelligence, technology, business and infrastructure across Texas.#NAIRR #ArtificialIntelligence #AICompute #AIInfrastructure #NSF #Supercomputing #TACC #UTAustin #HorizonSupercomputer #IntoTexasAI

Before cyberattacks hit critical infrastructure in Minnesota this year, the 2024 attack on the water system in rural Muleshoe, Texas, showed how hackers could disrupt essential infrastructure in even a small community. Now Texas is the testing ground for Project Watershed 250, a new six-month federal initiative designed to strengthen cybersecurity across water and wastewater systems, and potentially create a model for the rest of the country.In this episode of IntoTexas AI, Shannon Belew explains why water utilities are particularly vulnerable, why the pilot came to Texas and how the newly created Texas Cyber Command in San Antonio will work with federal agencies and private companies to test possible solutions.We examine the roles of Microsoft, Google Cloud, AWS, Palo Alto Networks, Parsons, Abnormal AI, Tenable, Reflection AI, Dragos, ABS Group and other participants. We also explore the questions that will determine whether the project succeeds: Can these tools work for small and rural utilities? Who pays after the pilot ends? And can a voluntary public-private partnership provide lasting protection for thousands of American communities?Project Watershed 250 could become an important national cybersecurity model. But first, Texas has six months to prove what works. Subscribe to IntoTexas AI for fact-first coverage of the companies, investments and policies shaping artificial intelligence across Texas. #ProjectWatershed250 #ArtificialIntelligence #Cybersecurity #WaterSecurity #CriticalInfrastructure #waterinfrastructure #TexasCyberCommand #TexasAI #InfrastructureSecurity #CyberDefense #IntoTexasAI 

AI innovation in Texas is becoming more practical, but also more creative—and occasionally much stranger.In this episode of IntoTexas AI, Shannon Belew visits Muenster-based Weber Ranch and its AI mixologist, Tex, before heading to Texas A&M, where hundreds of student entrepreneurs are using AI to test and develop new business ideas. We also look at an encouraging A&M initiative helping rural middle-school students use AI, agricultural sensors and critical thinking to investigate challenges in their own communities.Then we turn to one of the year’s strangest AI marketing campaigns: Jason Kelce, Liquid Death and Garage Beer proposing that Americans send their pee to cool water-hungry data centers. The campaign is satire, but the concern behind it is real. Communities across Texas and the country are asking increasingly serious questions about how rapid data-center growth will affect local water supplies.From AI-powered cocktails to student entrepreneurship, rural education and pee-cooled computers, these stories show that innovation can emerge through experimentation, imagination—and a well-placed sense of humor.Subscribe to IntoTexas AI for fact-first coverage of how artificial intelligence is reshaping Texas businesses, communities and industries.#TexasAI #ArtificialIntelligence #AIInnovation #TexasAM #DataCenters #StudentEntrepreneurs #AITechnology #TexasBusiness #JasonKelce #LiquidDeath #GarageBeer #AI #IntoTexasAI

Texas already has one of the largest defense economies in the country. Now, a new generation of companies is building AI-powered battlefield software, autonomous ships and aircraft, space systems, and counter-drone technology across the state.In this episode of IntoTexas AI, Shannon Belew begins with Austin-based Smack Technologies and its new $61 million funding round for military decision-making AI. She then examines how CesiumAstro, Saronic, Shield AI, Allen Control Systems and other companies are expanding Texas’s role in defense autonomy.But this growth raises difficult questions. What AI models are operating inside these systems? Who controls them? How secure are they? And how much decision-making authority should ever be delegated to a machine?Texas may not lead the defense-AI market today, but its military presence, established defense industry, technology workforce and growing advanced-manufacturing capacity give the state a strong foundation for continued growth.Subscribe to IntoTexas AI for fact-first reporting and analysis of how artificial intelligence is reshaping business, technology and communities across Texas.#DefenseAI #TexasAI #ArtificialIntelligence #AutonomousSystems #DefenseTech #MilitaryAI #TexasTechnology #AI #IntoTexasAI

AI is moving out of the digital world and into the physical one, led by humanoids — and Texas is emerging as an important part of that shift.Physical-AI startups attracted a record $16.3 billion in investment in the first quarter of 2026, while global humanoid robot shipments jumped nearly 300% year over year in the first half of the year. The technology is still early, but the combination of capital, commercial deployment and manufacturing activity is getting harder to ignore.In this episode of IntoTexas AI, Shannon Belew looks beyond the futuristic image of humanoid robots to explore the much larger physical-AI economy developing around them — and why Texas may be particularly well positioned to participate.We look at Celanese entering the humanoid robotics supply chain from Irving; Apptronik training its Apollo humanoid robots in Austin; Amazon's newly announced Austin robotics manufacturing facility; Plus One Robotics and warehouse automation in San Antonio; and autonomous systems from Saronic and Shield AI.But putting AI into machines that can act in the real world also raises a different set of questions. We revisit Waymo's autonomous expansion in Dallas and provide an update on the growing privacy and governance debate surrounding Flock Safety cameras across Texas.Physical AI isn't simply a robotics story. It's becoming a manufacturing, materials, logistics, autonomy, data and governance story — and Texas is increasingly showing up across that ecosystem.Subscribe to IntoTexas AI for ongoing coverage of how artificial intelligence is reshaping Texas.#PhysicalAI #EmbodiedAI #ArtificialIntelligence #TexasAI #Robotics #Humanoids #AmazonRobotics #Amazon #Apptronik #Automation #AIManufacturing #AutonomousSystems #AITexas #IntoTexasAI #AI

Texas has become one of the most important places in the country for AI infrastructure. But a new wave of company moves suggests the state may have a much bigger opportunity ahead: becoming a place where AI businesses themselves are built.In this episode of IntoTexas AI, Shannon Belew looks at Auger’s decision to move its headquarters from the Seattle area to North Dallas. Founded by former Amazon executive Dave Clark, the supply-chain AI company has already raised $150 million—and Clark’s explanation for choosing Dallas goes well beyond the familiar Texas story about taxes. He points to customers, industry expertise and access to supply-chain talent.Auger isn’t alone. Partly, Future Secure AI and NextWork are among the companies choosing Austin, while Pudu Robotics moved its U.S. headquarters to Richardson. International companies including Q.ANT are also selecting Texas as the place to establish their U.S. presence. Similar moves by Cognigy and Matic began appearing in 2025.The bigger question is what comes next. Can Texas turn its enormous investments in data centers, semiconductors and energy into a broader AI ecosystem built around companies, talent, customers and capital?And rather than becoming “the next Silicon Valley,” could Austin, Dallas-Fort Worth and Houston each develop their own distinct role in the AI economy?That’s the opportunity we’re watching.#TexasAI #ArtificialIntelligence #AITexas #AIStartups #TechTexas #DallasTech #AustinTech #AIInfrastructure #AITech #IntoTexasAI

What happens when AI stops being the thing we’re trying to build—and becomes the tool we use to discover what comes next?The U.S. Department of Energy’s Genesis Mission is putting that idea to the test. The initiative selected 278 Phase I projects with researchers using AI to tackle challenges across energy, physics, advanced manufacturing, biology, quantum computing and more.Texas is playing a significant role. Twelve of the selected projects are led by Texas-based organizations, including teams at Texas A&M, UT Austin, Rice University, UT Arlington, Texas State University, the University of Houston and Halliburton.In this episode of IntoTexas AI, Shannon Belew looks beyond the individual university announcements to explore the bigger story: how AI is moving inside the scientific discovery process itself, why Texas has the research depth to participate across so many different fields, and what business leaders can learn from the way these scientists are approaching AI.The lesson may be surprisingly practical. These researchers didn’t begin by asking, “Where can we use AI?” They began with problems they already understood—and then asked whether AI could help solve them better.We also look at the money behind the Genesis Mission, the role of private-sector partners, and why accelerating scientific discovery may ultimately be one of the most consequential investments being made in AI today.Subscribe to IntoTexas AI for more reporting and analysis on how artificial intelligence is reshaping business, technology and innovation across Texas.#ArtificialIntelligence #TexasAI #GenesisMission #ScientificDiscovery #AIInnovation #TexasTechnology #AIResearch #IntoTexasAI

Texas lawmakers are taking a harder look at the rapid growth of data centers—but that is only one part of the state’s expanding AI economy.In this episode of IntoTexas AI, Shannon Belew looks beyond the biggest headlines to examine several developments showing where artificial intelligence is being put to work across Texas.Houston is attracting specialized industrial AI investment as Applied Computing opens its first U.S. office and partners with KBR. Applied Optoelectronics is expanding manufacturing in Pearland to produce critical infrastructure for AI systems. In North Texas, Flytrex and Nash are combining drone delivery with ground couriers, while Aurora prepares to deploy autonomous trucks along major Texas freight corridors.We also visit Rice University, where researchers are developing AI-powered “self-driving laboratories”—and exploring why the next generation of intelligent systems may need to learn how to forget.Together, these stories reveal an increasingly interconnected Texas AI economy shaped by energy, manufacturing, transportation, research and the demands of operating in the real world.Subscribe to IntoTexas AI for news and analysis about how artificial intelligence is changing business, industries and communities across Texas.#TexasAI #ArtificialIntelligence #IntoTexasAI #IndustrialAI #DataCenters #AutonomousVehicles #DroneDelivery #Rice #AITexas

Most companies aren't struggling to adopt AI. They're struggling to adapt their organizations around it.In this episode of the IntoTexas AI Podcast, Shannon Belew explores one of the biggest leadership challenges facing businesses today: the gap between AI adoption and organizational adaptation.Employees are using AI. Productivity is improving. But many organizations still don't feel fundamentally different.Why?Because AI is often being inserted into workflows, reporting structures, and decision-making processes that were designed long before AI existed.In this episode, you'll learn:• Why AI adoption and organizational adaptation are two very different things• The four organizational levers leaders should evaluate• What Texas organizations like TxDOT, Foxlink, and USAA can teach us about AI transformation• Why organizational design—not technology—may become the biggest competitive advantage of the AI eraIf you're a CEO, executive, manager, or business leader trying to move beyond AI pilots and toward real transformation, this episode is for you.The technology may be new. The organization may still be yesterday's organization.IntoTexas AI explores how artificial intelligence is reshaping business, leadership, and innovation across Texas.Subscribe for new episodes every Tuesday and Friday.#ArtificialIntelligence #Leadership #BusinessTransformation #DigitalTransformation #TexasBusiness #FutureOfWork #AILeadership #Innovation #ExecutiveLeadership #IntoTexasAI

Who will actually turn a company’s AI strategy into everyday work?In this episode of IntoTexas AI, Shannon Belew examines why middle managers may determine whether AI adoption succeeds or fails. While executives set ambitious goals and employees are encouraged to use new tools, managers are often left to redesign workflows, evaluate AI-generated work, manage changing roles and explain what adoption means for their teams—without a new management model or additional support.The episode explores the growing pressure on middle managers, the consequences of top-down AI mandates and why awareness training alone is not enough. Shannon also looks at how the manager’s role is changing as leaders learn to divide work between people and AI, establish accountability, rethink performance and guide employees through uncertainty.Texas is building the infrastructure, talent programs and investment ecosystem needed to compete in AI. But the state’s long-term advantage may depend on whether its companies also prepare the leaders who can turn AI tools into productive, responsible and measurable business value.Subscribe to IntoTexas AI for practical analysis of how artificial intelligence is reshaping business, leadership and work across Texas.#ArtificialIntelligence #AILeadership #MiddleManagement #FutureOfWork #AIAdoption #TexasBusiness #LeadershipDevelopment #IntoTexasAI

Texas has a growing network of organizations helping AI startups move from an early idea to commercialization, customer adoption and investment.In this episode of IntoTexas AI, Shannon Belew explores the communities, incubators, accelerators, university programs and industry organizations supporting AI founders across Austin, Dallas–Fort Worth and Houston.Learn how professional communities such as AI Women Leaders, Dallas AI and Austin AI Hub provide education, networking and mentorship before a founder is ready for a formal program. We also examine more structured resources, including Capital Factory, the Austin Technology Incubator, TechFW, Health Wildcatters, the Rice AI Venture Accelerator, TMC Innovation and Greentown Labs Houston.The episode explains the differences between communities, incubators and accelerators; how founders can select the right resource for their stage and industry; and why speed, customer access, technical infrastructure and specialized expertise have become increasingly important for today’s AI startups.These resources are not limited to startup founders. Many also provide valuable learning and networking opportunities for business leaders, technical professionals, researchers and organizations exploring how to use AI.Know of a Texas AI community, incubator or accelerator we should feature? Share it in the comments and help us build a clearer map of the Texas AI ecosystem.#TexasAI #AIStartups #StartupAccelerator #ArtificialIntelligence #VC #IntoTexas

Texas is moving beyond isolated AI healthcare pilots—and beginning to build entire medical institutions, research programs and care-delivery models around artificial intelligence.In this episode of IntoTexas AI, Shannon Belew looks at the new $750 million UT Dell Medical Center planned for Austin, Adaptive Innovations’ $50 million funding round for an AI-native home healthcare model, and major AI research efforts involving UT Austin, MD Anderson and UTHealth Houston.The episode also examines the national healthcare AI investment boom, growing physician adoption and the UT System’s expanding effort to create shared AI infrastructure across its medical schools and health institutions.The big question: Is Texas simply participating in the healthcare AI boom—or helping define what the next generation of AI-enabled healthcare will look like?#ArtificialIntelligence #HealthcareAI #TexasAI #DigitalHealth #HealthTech #MedicalAI #AIInvestment #TexasHealthcare #UTAustin #MDAnderson #HomeHealthcare #HealthcareInnovation #IntoTexasAI

AI cameras are no longer just recording devices. They are becoming part of a fast-growing market in computer vision, video analytics, public safety technology, industrial automation, and smart infrastructure.In this episode of IntoTexas AI, Shannon Belew looks at the recent report on Flock cameras across DFW, including automated license plate readers mapped in Tarrant County. She also explores a larger business question: what happens when cameras become searchable, measurable, and operational?The episode explains how AI cameras differ from traditional cameras, why the value is increasingly in the intelligence layer behind the image, and how companies are using video analytics for public safety, logistics, compliance, risk management, customer experience, and real-time operations.Shannon also looks at Texas-based companies in the AI camera and physical security space, including Austin-based Eagle Eye Networks and Athena Security, and why Texas has a strong opportunity to be part of the next phase of physical AI.IntoTexas AI covers how artificial intelligence is shaping Texas business, infrastructure, policy, and daily life.  #ArtificialIntelligence #TexasAI #AICameras #ComputerVision #PhysicalAI #VideoAnalytics #FlockSafety #PublicSafetyTech #SmartInfrastructure #IntoTexasAI  

As America celebrates 250 years of independence, this episode looks at a different kind of freedom: the freedom to build.SpaceX’s historic IPO made headlines for its size, investor demand, and the wealth it created. But the bigger story may be what SpaceX had already launched long before going public: a new generation of start-up founders.Former SpaceX employees have gone on to build startups in space infrastructure, satellite manufacturing, autonomous transportation, advanced manufacturing, defense, robotics, and AI-enabled hardware. Companies like Impulse Space, Apex, Stoke Space, Hadrian, Varda Space Industries, Turion Space, Parallel Systems, and Reliable Robotics show how the SpaceX alumni ecosystem is spreading into some of the hardest markets in technology.In this episode of IntoTexas AI, Shannon Belew looks at SpaceX as a modern founder factory, how its leadership and operating culture shaped future entrepreneurs, and why the IPO could fuel the next wave of innovation — especially in hard tech, Physical AI, infrastructure, and advanced manufacturing.And for Texas, with Starbase near Brownsville and SpaceX’s growing footprint in the state, this is more than a space story. It is a Texas innovation story.#SpaceX #IntoTexasAI #ArtificialIntelligence #AI #Startups #Entrepreneurship #HardTech #PhysicalAI #SpaceTech #Aerospace #AdvancedManufacturing #TexasInnovation #TexasBusiness #Innovation #ElonMusk #Starbase #FutureOfWork #Technology #VentureCapital #DefenseTech

A new Texas Business Court ruling is raising an important question: when a non-attorney uses ChatGPT to prepare for litigation, can those AI prompts and responses be protected from discovery?In this episode of IntoTexas AI, Shannon Belew looks at the Texas ruling and what it says — and does not say — about ChatGPT, attorney-client privilege, and protected work product. The episode also explores the broader role of AI in the justice system, from court filing rules and fake AI-generated citations to judges using AI tools, Lone Star Legal Aid’s chatbot project, and the growing need for human accountability in courts.AI is already entering the legal system. But courts are sending a clear message: you can use AI, but you are still responsible.Topics covered:- ChatGPT prompts and legal discovery- AI-generated legal citations and court filing rules- Judges using AI for summaries, research, and hearing preparation- Lone Star Legal Aid’s AI chatbot project- Why human oversight still matters in the justice systemIntoTexas AI explores how artificial intelligence is reshaping business, government, infrastructure, education, and daily life across Texas.#AI #ArtificialIntelligence #TexasAI #LegalTech #ChatGPT #JusticeSystem #LawAndAI #AIGovernance #IntoTexasAI

In this episode of IntoTexas AI, Shannon Belew looks at why Coherent’s factory expansion in Sherman, Texas could help boost the regional economy with high-paying skilled labor jobs. Backed by NVIDIA’s $2 billion investment and tied to U.S. CHIPS Act funding, the Sherman facility will support advanced optical technologies used in next-generation AI data centers.But this story is bigger than chips, lasers, and data centers.It is about whether Texas can help manufacture the AI economy.Texas already has one of the strongest manufacturing bases in the country, with nearly 970,000 manufacturing workers and more than $338 billion in manufacturing value added. Now, as AI infrastructure expands, Sherman may become a test case for whether advanced manufacturing can create higher-value industrial work in communities already built for production.This episode explores Jensen Huang’s “AI factory” vision, the role of photonics and optical technology in scaling AI, the national semiconductor supply-chain push, and what this could mean for Texas manufacturing, workforce development, energy demand, and regional economic growth.If the next industrial revolution is not only coded but manufactured, Texas may have a bigger role than many people realize.#IntoTexasAI #ArtificialIntelligence #TexasAI #NVIDIA #Coherent #ShermanTX #AIInfrastructure #Manufacturing #AdvancedManufacturing #Semiconductors #CHIPSAct #JensenHuang #TexasManufacturing #AIEconomy #TechInTexas

This week on IntoTexas AI, we go beyond the headlines to look at several AI stories shaping Texas — from data centers and power demand to public-sector technology, cybersecurity, legal risk, healthcare, and workforce adoption.In this episode, Shannon Belew covers Governor Abbott’s push for new data center oversight, ERCOT’s new large-load framework, Meta and RWE’s North Texas solar agreement, Tyler Technologies’ AI strategy, Bounteous joining Anthropic’s Claude Partner Network, the Texas Business Court ruling on AI prompts, cybersecurity updates from CrowdStrike and Zimperium, and AI adoption in home care and healthcare.Together, these stories show how AI is moving from experimentation into the operating environment of Texas business, infrastructure, government, law, and care.Hosted by Shannon BelewIntoTexas AI — Exploring how AI is reshaping Texas#ArtificialIntelligence #TexasAI #IntoTexasAI #AIInfrastructure #DataCenters #ERCOT #TexasEnergy #Cybersecurity #GovTech #EnterpriseAI #HealthcareAI #FutureOfWork #AIPolicy #AITexas #AIAdoption

Robot dogs may be getting the attention at the 2026 FIFA World Cup, but they are only one piece of a much bigger security story wrapped in AI.In this episode of IntoTexas AI, Shannon Belew looks at how physical AI is entering real-world security — from Boston Dynamics Spot robots tied to FIFA’s International Broadcast Centre in Dallas, to drone restrictions around Dallas Stadium and Fan Fest, to counter-drone funding, autonomous patrol robots, and failed security robot trials in Texas.The episode explores what these technologies can actually do, where they still fall short, and why human judgment remains essential. Along the way, we look at Dallas’s World Cup security preparations, reported drone violations, San Antonio’s short-lived airport robot trial, Austin’s private-property patrol robots, and even one very human security challenge involving England fans at a Dallas pub.Robot dogs may be fun but the future is about mobile security intelligence — machines that can move, see, sense, report, and help humans respond faster.IntoTexas AI explores how artificial intelligence is reshaping business, infrastructure, work, and daily life across Texas.#RobotDogs #WorldCup2026 #PhysicalAI #Drones #AISecurity

AI and security are usually framed as a cybersecurity conversation. But in this episode of IntoTexas AI, Shannon Belew looks at a different side of the story: physical security.From alarms and cameras to crowd management and emergency response, the real challenge is not simply detecting that something happened. It is verifying the incident, coordinating the right response, and getting help on the ground faster.This episode highlights Aura, a global safety network with its U.S. president based in Dallas and explores how the company’s AI-enabled response platform connects alerts to real-world intervention. The conversation also ties into timely Texas events, including FIFA World Cup 2026 security planning in Dallas and the NBA Finals returning to San Antonio.We look at:The security response gapWhy false alarms and delayed response matterAura’s verified response model and ESX Innovation Awards recognitionHow AI can support monitoring centers, responders, venues, and businessesWhy Dallas, San Antonio, and Texas are becoming real-world test cases for applied AI in physical securityThe benefits and risks of AI-enabled security, including privacy, accuracy, bias, and accountabilityThis is not a story about replacing police or removing human judgment. It is about whether AI can help make security systems faster, smarter, and more coordinated.Hosted by Shannon Belew.© 2026 IntoTexas, LLC

The biggest AI story isn't always the one getting the biggest headline.This week, Shannon Belew looks beyond the usual announcements to explore the stories that reveal how AI is being applied across Texas—from construction sites and autonomous ships to insurance and the FIFA World Cup.Featured topics include:• AI enters the construction industry through a major partnership involving McCarthy Building Companies and Palantir• Houston startup Resin8 applies AI to industrial commerce and procurement• Austin-based Overhaul launches a new insurance category for AI infrastructure cargo• Saronic's proposed autonomous shipbuilding facility could position Texas as a leader in next-generation maritime technologyThese stories offer a broader view of how AI is becoming a business, workforce, education, and economic development story across Texas.Hosted by Shannon Belew, IntoTexas AI explores how artificial intelligence is reshaping business, communities, and industries throughout the Lone Star State.If you're interested in how AI is shaping the future of Texas, subscribe and join the conversation.#AI #Texas #ArtificialIntelligence #IntoTexasAI #TexasBusiness #FutureOfWork  #Innovation

New research from Microsoft highlights a growing urban-rural divide in AI adoption. At the same time, Anthropic's AI Fluency research suggests that access to AI is only part of the equation.In this episode, Shannon Belew explores what these trends mean for Texas—and why the state's growing investment in AI infrastructure may create a unique opportunity for rural communities.The conversation introduces the concept of AI Fluency: an organization's ability to understand, evaluate, govern, and apply AI in ways that create measurable business value.Can Texas convert AI infrastructure into AI fluency?Topics include:Microsoft's findings on the urban-rural AI divideWhy rural Texas may be uniquely positioned in the AI economyAnthropic's AI Fluency researchThe IntoTexas definition of AI FluencyHow Texas could become a national model for AI-enabled economic growthCould Texas become the state that turns AI infrastructure into AI fluency? And in doing so, narrow the AI divide rather than widen it?#AI #Texas #ArtificialIntelligence #AIFluency #DataCenters #FutureOfWork #BusinessStrategy #IntoTexasAI #EconomicDevelopment #Technology

A new survey from the Federal Reserve Bank of Dallas reveals that artificial intelligence adoption is accelerating across Texas businesses—and the results challenge many of the assumptions dominating the AI conversation.In this episode of IntoTexas AI, host Shannon Belew breaks down the latest findings from the Texas Business Outlook Survey and explores what they tell us about AI adoption, productivity, workforce impact, and the future of work in Texas.Among the findings:✅ 66% of Texas businesses now report using AI✅ AI adoption has nearly doubled since 2024✅ Businesses continue to emphasize augmentation over replacement of workers✅ New skills and AI literacy are becoming increasingly valuable in the workplaceThe survey offers a practical, real-world look at how manufacturers, service providers, healthcare organizations, retailers, and professional firms across Texas are incorporating AI into daily operations.Is AI replacing jobs? Or is it becoming another tool that helps employees work more effectively?This episode explores what Texas business leaders are actually saying.Subscribe for weekly insights on artificial intelligence, business, workforce trends, infrastructure, policy, and innovation across Texas.#AI #ArtificialIntelligence #TexasBusiness #DallasFed #FutureOfWork #TexasEconomy #BusinessStrategy #Productivity #WorkforceDevelopment #IntoTexas

This week on IntoTexas AI, we're looking at the biggest artificial intelligence stories impacting Texas from May 25 through May 29, 2026.From Dell's explosive AI-driven growth to a breakthrough healthcare application at Baylor College of Medicine, this week's headlines show that Texas is playing a growing role across every layer of the AI economy.This week on IntoTexas AI, we break down the top AI stories shaping Texas during the week of May 25-29, 2026.Subscribe for weekly coverage of AI, business, technology, and innovation across Texas.#ArtificialIntelligence #AI #TexasAI #Dell #BaylorCollegeOfMedicine #HealthcareAI #DataCenters #TexasBusiness #Innovation #IntoTexas #GenerativeAI #TexasTechnology #AIInfrastructure #BusinessStrategy #FutureOfWork

What happens when one of America's most recognizable environmental advocates turns her attention to AI infrastructure?In this episode of IntoTexas AI, Shannon Belew explores Erin Brockovich's new crowdsourced data center mapping initiative and why it matters to Texas.Texas has become one of the nation's leading destinations for AI infrastructure investment, with major projects emerging across Dallas-Fort Worth, Houston, Austin, San Antonio, Abilene, Red Oak, Temple, and El Paso. As AI continues to expand, so does the conversation around the physical infrastructure that powers it.This episode examines:✅ Erin Brockovich's new data center mapping project✅ Why Texas generated the most community submissions on the platform✅ The difference between confirmed projects and crowdsourced reports✅ Water, power, land use, and infrastructure considerations✅ The recent Hill County data center moratorium in North Texas✅ Why AI is becoming a community conversation—not just a technology conversation✅ What might come next as communities, developers, and policymakers navigate the future of AI infrastructureThis is not a story about choosing sides.It's a story about visibility, transparency, and how communities are responding as AI moves from software into the physical world.IntoTexas AI explores how artificial intelligence is reshaping business, infrastructure, education, workforce development, and communities across Texas.🔗 Visit: IntoTexas.com🎙️ Subscribe for weekly insights on AI, innovation, and the future of Texas.#AI #Texas #ErinBrockovich #DataCenters #ArtificialIntelligence #TexasBusiness #Infrastructure #Technology #IntoTexasAI #CommunityDevelopment #AIInfrastructure #TexasTech #FutureOfAI

Artificial intelligence is no longer just changing how we work — it’s beginning to reshape how workers negotiate for protection.In this episode of IntoTexas AI, Shannon Belew examines the growing movement toward AI-related labor protections after employees at The Texas Tribune secured contractual safeguards against layoffs caused by artificial intelligence.But this story goes far beyond journalism.As AI-related layoffs increase across the United States, workers, unions, and companies are now confronting difficult questions:Should employees be protected from AI-driven job loss?Could “Human First Clauses” become standard in future employment contracts?What happens to entry-level jobs in the AI economy?And how does Texas fit into one of the biggest workforce transformations in modern history?This episode explores:AI-related layoffs and labor trends in the U.S.The Texas Tribune Guild agreementAI protections emerging in media and HollywoodThe impact of AI on younger workersThe future of unions, contracts, and workplace negotiationsWhy Texas may become a major battleground in the AI labor debateIntoTexas AI explores how artificial intelligence is reshaping business, infrastructure, policy, labor, and society across Texas and beyond.Subscribe for more episodes on:AI infrastructureTexas technology newsBusiness strategyWorkforce transformationData centersAI policyAutonomous systemsEnergy and AIAnd the future of workVisit: IntoTexas.com#AI #ArtificialIntelligence #FutureOfWork #Texas #TechNews #AILayoffs #Journalism #Union #Workforce #BusinessStrategy #IntoTexasAI

Long before ChatGPT, AI copilots, and massive data centers transformed Texas, the foundation for today’s AI economy was already being built.In this retro episode of IntoTexas AI, Shannon Belew takes a deep look back at the technology revolution of the 1980s and explores how companies like Compaq, Texas Instruments, Dell, and Sematech helped turn Texas into one of the most important technology states in America.From Houston’s PC revolution and Dallas semiconductor innovation to Austin’s rise as Silicon Hills, this episode connects the early personal computer era to today’s AI infrastructure boom.Topics include:Compaq and the IBM-compatible PC revolutionTexas Instruments and early voice-enabled computingMichael Dell arriving at UT Austin in 1983The rise of Telecom Corridor in North TexasSematech and America’s semiconductor strategySteve Jobs’ 1983 vision that foreshadowed generative AIWhy the 1980s still matter to Texas AI todayThis episode is both a retro technology story and a look at how the past shaped the future of AI in Texas.Subscribe for more coverage of AI, business, infrastructure, semiconductors, robotics, and emerging technology across Texas.#Texas #AI #ArtificialIntelligence #Dell #Compaq #TexasInstruments #Semiconductors #AustinTech #HoustonTech #DallasTech #IntoTexasAI #RetroTech #TechnologyHistory #GenerativeAI #SiliconHills

Can artificial intelligence transform infrastructure engineering—and what does that mean for the next generation of graduates?In this episode of IntoTexas AI, we examine how Dallas-based AECOM and Southern Methodist University are partnering to train engineers who can work alongside AI to design and build the world’s most important infrastructure projects. We also explore AECOM’s broader AI strategy, including its acquisition of Norwegian startup Consigli and the company’s ambitious effort to integrate AI into core engineering workflows.In this episode:Why AECOM partnered with SMUWhat “AI-native infrastructure engineers” meansHow AI is changing engineering careersAECOM’s $390 million acquisition of ConsigliWhy engineering firms are beginning to act like technology companiesWhat this means for students graduating into the AI eraWhy Dallas could become a global center for AI-driven infrastructure innovationFeatured Organizations:AECOMSouthern Methodist UniversityConsigliWhy this matters:As AI reshapes industries across the economy, infrastructure engineering may be one of the most important sectors to watch. The companies that combine technology, talent, and responsible deployment could define how the world is designed and built for decades to come.Subscribe to IntoTexas AI for weekly insights on artificial intelligence, business strategy, infrastructure, and the companies shaping the future in Texas and beyond.#ArtificialIntelligence #AECOM #SMU #Engineering #Infrastructure #TexasAI #AIJobs #FutureOfWork #DigitalTransformation #IntoTexas

Texas continues to emerge as one of the most important AI hubs in the United States. In this week’s IntoTexas AI news roundup, Shannon Belew recaps the biggest and most interesting stories shaping the future of artificial intelligence in Texas this week.In this episode:$867 million manufacturing investment in Fort WorthHill County tables new data center growthRed Oak greenlights growth despite protestsUniversity of Texas at Austin researchers warn of future water issuesWaymo recalls more than 3,500 robotaxis The big takeaway: AI is no longer just a software story. It is a manufacturing story, an infrastructure story, a water story, and a community story—and Texas is at the center of it all.If you want to understand where the future of AI is being built, Texas is one of the most important places to watch.Subscribe for weekly analysis of how AI, innovation, and investment are reshaping Texas.#ArtificialIntelligence #TexasAI #DataCenters #Waymo #AutonomousVehicles #FortWorth #Dallas #Austin #IntoTexasAI #AIInfrastructure

A humanoid robot named Stewie bought a ticket, buckled into a window seat, and flew on a Southwest Airlines flight to Dallas. Two days later, the airline banned all human-like and animal-like robots from both cabins and checked baggage.What happened—and what does it reveal about the future of artificial intelligence?In this episode of IntoTexas AI, Shannon Belew explores the remarkable story involving Dallas-based The Robot Studio and examines a much larger question: How should we treat our robots?Are humanoids passengers, employees, teammates, or simply advanced tools?You’ll also hear:Why humans instinctively treat robots as social beingsThe science behind “anti-robot speciesism”How robots like Sophia have challenged ideas about citizenship and rightsWhy Texas is becoming a major hub for robotics and physical AIWhat business leaders need to consider as humanoids enter the workplaceFrom airlines and factories to hotels and hospitals, robots are moving from novelty to operational reality. This episode takes a thoughtful—and occasionally humorous—look at what the way we treat robots says about the way we see ourselves.If you’re interested in robotics, AI strategy, physical AI, and the future of human-machine relationships, this is an episode you won’t want to miss.#IntoTexasAI #PhysicalAI #HumanoidRobots #SouthwestAirlines #Robotics #ArtificialIntelligence #TexasTech #FutureOfWork #RobotEthics #DallasTech

Texas is entering a new phase in autonomous vehicle deployment — one defined not just by innovation, but by regulation, accountability, and real-world performance.In this episode of IntoTexas AI, host Shannon Belew breaks down what the state’s new authorization requirements mean for companies operating robotaxis, delivery fleets, and autonomous trucking across Texas. From new oversight by the Texas DMV to first-responder safety plans and ongoing compliance expectations, this isn’t just a policy update — it’s a shift in how autonomy scales.We also take a closer look at the companies shaping this space, including Waymo, Zoox, Tesla, Aurora, Kodiak, and others — and why Texas has become one of the most important proving grounds in the country.Beyond robotaxis, the episode explores the massive opportunity in autonomous freight and delivery — from long-haul trucking along I-35 to last-mile logistics — and what it could mean for the Texas economy, workforce, and supply chains.But what about safety and public trust?As autonomous systems continue to evolve in real time, questions around safety, certification, and public trust are becoming harder to ignore — including concerns raised by researchers at University of Texas at Austin about how to regulate technology that never stands still.Texas isn’t just adopting autonomous vehicles.It’s becoming the driving force for the next generation of transportation.

Texas is rapidly becoming one of the most important AI infrastructure battlegrounds in America — and this week’s headlines made that impossible to ignore.In this episode of IntoTexas AI, host Shannon Belew breaks down five of the biggest AI stories shaping Texas during the week of May 4, 2026.This week’s roundup explores:Meta’s reported $13 billion financing package tied to a massive AI-focused data center project in El PasoDallas-based DataBank securing $2 billion to support Oracle AI infrastructure in Red OakBlackRock’s $30 million investment to train Texas electricians for the growing AI economyRackspace and AMD expanding enterprise AI operations in San AntonioRising resistance from Texas communities concerned about the impact of large-scale AI data center growthThe episode examines how AI is reshaping:Texas infrastructureEnergy demandWorkforce developmentEnterprise technologyRural communitiesEconomic growth across the stateFrom hyperscale data centers to skilled labor shortages, this conversation looks at the physical realities behind the AI economy and why Texas is becoming one of the nation’s most important testing grounds for AI expansion.IntoTexas AI explores how artificial intelligence, infrastructure, investment and innovation are reshaping Texas.#AI #Texas #ArtificialIntelligence #DataCenters #Meta #Oracle #BlackRock #Rackspace #AMD #TexasBusiness #EnterpriseAI #Infrastructure #TechnologyPodcast #IntoTexasAI

A major cybersecurity breach involving the Canvas learning platform may have exposed nearly four terabytes of student and university data — including institutions in Texas. But this story may be about more than cybersecurity.In this episode of IntoTexas AI, Shannon Belew explores the idea that universities are becoming AI-era data platforms and why student behavioral data could become one of the most valuable assets in the artificial intelligence economy.The episode examines:The Canvas cyberattack and its reported impactWhy educational data is becoming increasingly valuable in the AI eraHow AI is changing the economics of cybercrimeWhy Texas universities are becoming part of the state’s growing AI infrastructureThe role Texas cybersecurity companies are playing in defending AI-era systemsWhether higher education is prepared for the next generation of AI-driven cyber threatsFeaturing discussion of Texas universities, AI governance, cybersecurity risk, and companies including CrowdStrike, Critical Start, Zimperium, and SparkCognition.IntoTexas AI explores how AI, infrastructure, investment, innovation, and workforce transformation are reshaping Texas.#AI #Cybersecurity #Texas #HigherEducation #Canvas #ArtificialIntelligence #DataSecurity #IntoTexasAI #EdTech #TexasTech

Houston ISD is launching an ambitious AI-focused public school initiative— and it could reshape how students learn in the AI era.In this episode of IntoTexas AI, Shannon Belew explores Houston ISD’s new “Future 2” schools, a public education model designed around AI literacy, leadership, critical thinking, collaboration, and future workforce readiness.The episode also compares Houston’s public-school approach to private AI-powered schools like Alpha School in Austin, where personalized AI learning is already redefining the classroom experience.Along the way, we examine:Why schools across the U.S. are racing to integrate AIGeorgia’s Seckinger High School and the rise of AI-themed campusesThe difference between “AI teaching students” and “teaching students about AI”Concerns around equity, transparency, teacher support, and over-reliance on technologyWhat business leaders should learn from the transformation happening inside educationWhy human skills may become even more valuable in an AI-driven economyAs Texas positions itself as a national leader in AI infrastructure, enterprise AI, robotics, and advanced technology investment, the future of education may become one of the state’s most important AI stories.Hosted by Shannon Belew.#ArtificialIntelligence #Texas #Education #HoustonISD #AI #FutureOfWork #EdTech #IntoTexasAI #Houston #Leadership

What separates organizations that are thriving with AI from those still struggling to see results?In this episode of IntoTexas AI, Shannon Belew explores groundbreaking new research from The University of Texas at Austin and KPMG examining how employees actually use AI inside organizations — and why only a small percentage of workers generate outsized value from AI systems.The findings challenge one of the biggest assumptions in business today: that AI success is simply about deploying more tools or increasing usage.Instead, the research suggests successful AI adoption depends heavily on:Human behaviorOrganizational cultureWorkflow redesignCritical thinkingLeadership strategyAnd how employees collaborate with AIThe episode also explores:Why “using AI” is different from “working with AI”The rise of sophisticated AI collaborationConcerns about AI overdependence and weakened critical thinkingThe growing problem with measuring AI adoption through superficial metricsWhy leadership teams may need to rethink workforce development entirelyAdditional research and insights referenced include studies from Microsoft, Harvard Business School, Harvard Business Review, MIT Sloan, and other leading organizations examining the future of human-AI collaboration.Subscribe for more conversations exploring how AI, innovation, and organizational transformation are reshaping business and the future of work.#AI #ArtificialIntelligence #FutureOfWork #Leadership #GenerativeAI #BusinessStrategy #WorkplaceTransformation #IntoTexasAI

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.