Guest column: Now is the time to plan for the future of Houston's tech economy

guest column

Leaders across the spectrum are coming together this week to shine a spotlight on the future of tech jobs in Houston. Photo via Getty Images

This week, leaders in government, business, and academia are convening to work within the community to explore how we can leverage partnerships and new federal programs to drive investment into Houston’s burgeoning innovation ecosystem.

At AI Across America: Houston, we’ll begin forming plans and partnerships capable of sparking an innovation ecosystem, fueling AI education, training, research, development, and job creation. We’ll also examine how students, workers, businesses, and academics in the community can prepare for upcoming opportunities and challenges.

Why Houston

Besides being near Texas’ 10th District, choosing Houston was easy in its own right. According to a study by Axios and LinkedIn, between 2020 and 2021, while the traditional tech hubs bled top talent, Houston gained 10.6 percent new tech workers. Those workers arrived to a solid foundation; in 2022 the Houston metro area had net tech employment of 134,436 people. The growth is steady too. From 2010 to 2019, the Houston area tech workforce grew 12.3 percent.

Recently, Houstonians are leveraging federal programs and public-private partnerships to build innovative, collaborative environments. These include places like The Ion, East End Maker Hub, and Houston Community College.

Defining the project

The AI Across America project is a collaboration between SeedAI, a 501(c)3 nonprofit, and the Congressional AI Caucus. Working in conjunction, the organizations support efforts in the public and private sectors to expand access to AI education, training, development, testing, and job creation for communities across the country.

The AI Caucus is a group of U.S. Representatives working together to better understand their constituent's interests and those of all Americans as it pertains to AI. The organization works to explain the underlying technology and the ecosystem.

SeedAI does the groundwork to build collaboration across the private sector, government, academia, and civil society to support community-driven AI investments. The work of SeedAI focuses specifically on people who have been historically-marginalized and overlooked.

This is a critical moment for AI in America and beyond

AI is the battleground of the next great global competition. We have to be the first to build and master AI technology. Yet, because AI is a reflection of the people creating it and historical data, pursuing technology through the perspective of only a small group of people opens us to disproportionate harm and unknown risks.

Worse still, if the barrier to entry for AI is allowed to continue growing, we risk losing our most precious resource – the ingenuity waiting to be unleashed across the country. How, in those circumstances, can we succeed when faced with a nation like China with a population dwarfing the U.S. alongside an ability to spend far more agilely and extensively?

How can we succeed, and what is Houston’s role?

Fortunately, through recently-passed legislation called the Chips and Science Act, we have an opportunity to reclaim international leadership in a quintessentially American way: by leveraging the diverse strengths of communities across the country.

Houston already has a head start and an expanding tech economy – with planning and collaboration, Houstonians can be first in line to build new resources for AI education and development. When every state and community begins to realize their potential in the AI-powered future, Houston can play a leading role in guiding others to success and enabling their transformation.

If we succeed, we’ll uncover ingenuity and inventions we would’ve never anticipated. And as AI becomes easier to apply, we’ll have a real chance to build an AI-first generation of workers and builders from coast to coast.

Once we become competitive internally, we will be unbeatable internationally. If we succeed, we’ll lead the world in economic competitiveness and national security for decades to come.

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Austin Carson is the founder of SeedAI, a nonprofit established to work with a diverse group of policymakers, academics, and private sector experts to help communities across the United States access the resources they need to engage with AI. Congressman Michael T. McCaul, Republican Leader for the House Foreign Affairs Committee and Vice Chair of the Congressional AI Caucus, is currently serving his ninth term representing Texas' 10th Congressional District which stretches from the city of Austin to the Houston suburbs.

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Houston scientist wins prestigious Pew Scholar award for brain cancer research

standout scholar

Christina Tringides, an assistant professor of materials science and nanoengineering at Rice University, is one of 21 scientists to win a prestigious Pew Biomedical Scholar award.

She is the first faculty member from Rice to win the distinction, which provides $300,000 over four years for advances in biomedicine, according to the university. The awards are granted to researchers who are in the first few years at the assistant professor level.

In Tringides’ case, the funding will support her innovative new method of modeling glioblastoma, a common and extremely aggressive form of brain cancer. Thanks to producing its own blood supply, glioblastoma spreads quickly, weaving tendrils of blighted tissue throughout the brain. Because of this, surgery is difficult and conventional therapies ineffective.

Understanding the way glioblastoma spreads is crucial to the search for a cure. Tringides is using hydrogels that mimic the brain’s extracellular matrix. Using cultures and a microscopic labyrinth, her team can see how the cancer spreads, bonds with neurons and changes cell wall activity. Essentially, Tringides has devised an intelligence test for tumors in hopes of learning how to outsmart them.

“As cancer crawls through the maze, we can look at how it is interacting with the neurons more and more, and measure how electrical activity is changing as a result,” she said in a news release from Rice.

Examining how cancer cells grow can reveal which conditional changes slow them down. Finding ways to alter the structure of brain matter in a way that makes it inhospitable to the cancer could lead to therapies that would impede growth or even reverse it. Using her custom-made ersatz brain maze makes it easier to observe changes than it would be in a patient’s brain.

“Imaging synapses is time-intensive ⎯ it can involve large data files that are hard to visualize, but if we know that the only place where we might have a synapse is this tiny 1-by-4-by-10 micron channel, it makes it much faster and reliable to image them,” Tringides said.

Born in Ames, Iowa, Tringides received her doctorate in biophysics from Harvard before joining Rice in 2024 through a Cancer Prevention and Research Institute of Texas (CPRIT) recruitment award.

Her research was also one of the first four projects to receive research awards through the Rice Brain Institute and TMC Neuro Collaboration Seed Grant Program.

Texas residents earn 11th highest income in U.S., says 2026 study

Money Matters

A new WalletHub study comparing income disparities across America has ranked Texas residents No. 11 on the list of states with the highest earning residents in the nation.

The report, "States Where People Have the Highest Income (2026)," analyzed U.S. Census Bureau income data in all 50 states and the District of Columbia. The report evaluated the average annual income of the top five percent, the median annual household income, and the average annual income of the bottom 20 percent of residents in every state, all adjusted for the cost of living.

The report's data revealed the top five percent of Texans, the highest earners, make $520,378 on average yearly after adjusting for the cost of living. That's the seventh-highest income among the top five percent of earners nationwide.

Meanwhile, the median annual income of a Texas household is just under $76,000. The bottom 20 percent of Texas residents make $17,651 a year, the report found.

For additional context, the latest data from the Federal Reserve shows an American household's median yearly income is about $83,700. WalletHub analyst Chip Lupo also found that the highest earning 10 percent of individuals in the U.S. earn over 12 times more than those in the lowest-earning 10 percent, based on the latest Census data.

"By measuring the income of various percentiles against a state's median income, we can better identify where income disparities are more prevalent, which could help us better understand why residents of certain states struggle more to make ends meet," said Lupo.

Virginia is the state where residents earn the highest income in the U.S., WalletHub said. Based on the report's findings, the top five percent of Virginians make $545,097 on average per year after adjusting for the cost of living. The median annual income of a Virginia household comes out to $95,339, and the bottom 20 percent of residents make $19,671 annually on average.

Conversely, West Virginia is the state where people have the lowest income in the U.S. A West Virginia household makes a median annual income of $56,610, the third-lowest nationally, and the bottom 20 percent of residents make $13,260 on average per year, which is the fifth-lowest in the nation. The top five percent of West Virginians make $372,218 on average per year.

The top 10 states where residents have the highest income are:

  • No. 1 – Virginia
  • No. 2 – New York
  • No. 3 – New Jersey
  • No. 4 – Washington
  • No. 5 – Connecticut
  • No. 6 – Utah
  • No. 7 – Colorado
  • No. 8 – Minnesota
  • No. 9 – Illinois
  • No. 10 – Massachusetts

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This article originally appeared on CultureMap.com.

23 Houston companies rank among America’s most future-ready businesses

future focused

By one measure, Spring-based tech giant Hewlett Packard Enterprises reigns as the most future-ready Houston-area company on the S&P 500 stock index.

HPE sits at No. 72 in a first-time ranking of the best S&P 500 companies for the future. Including HPE, 23 Houston-area companies appear on the list.

Published by The Wall Street Journal, the ranking was created by Bendable Labs for the WSJ Leadership Institute. It evaluates how S&P 500 companies stack up in six areas: AI readiness, innovation, talent readiness, financial fitness, resilience and agility. To be ranked, a company had to be part of the S&P 500 as of Dec. 31.

Among the six categories, HPE ranked highest for innovation (No. 30) among local companies. The WSJ didn’t say why HPE scored so well for innovation. However, the company stands out in this category thanks to:

  • Creation of the El Capitan and Frontier supercomputing systems
  • Research into photonic computing and quantum networking
  • Last year’s $14 billion acquisition of Juniper Networks, giving HPE an edge in AI-native networking
  • Establishment of the everything-as-a-service GreenLake hybrid cloud platform for data centers, colocation facilities and edge computing environments

In an interview with the Six Five podcast at HPE Discover 2025 in Las Vegas, CEO Antonio Neri said the company’s strategy is “basically founded on innovation, and that innovation drives shareholder value over the long term.”

While HPE fared well in the innovation category, it ranked toward the bottom for financial fitness. What’s behind the No. 430 ranking in the financial category? HPE’s low score likely reflects a debt-heavy acquisition strategy coupled with a historically low-margin hardware business.

Here’s the full list of the 23 Houston-area companies included in the ranking of the best companies for the future:

  • No. 72 Hewlett Packard Enterprise
  • No. 105 SLB
  • No. 120 Baker Hughes
  • No. 125 ConocoPhillips
  • No. 158 NRG Energy
  • No. 176 Targa Resources
  • No. 185 Chevron
  • No. 195 Halliburton
  • No. 223 Coterra Energy
  • No. 229 Waste Management
  • No. 235 Exxon Mobil
  • No. 250 Kinder Morgan
  • No. 257 Quanta Services
  • No. 276 CenterPoint Energy
  • No. 285 Sysco
  • No. 313 Occidental Petroleum
  • No. 318 Camden Property Trust
  • No. 333 EOG Resources
  • No. 365 LyondellBasell Industries
  • No. 373 Comfort Systems USA
  • No. 401 Crown Castle
  • No. 408 Phillips 66
  • No. 500 APA
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