The future of resilience innovation will require all hands on deck. Photo via Getty Images

As Houstonians know more than most, a natural disaster can set a thriving city back millions. And, as it seems, these natural disasters aren't going anywhere. The question innovators, governments, insurance companies, and affected citizens keep asking is "what can be done?"

"Over the past decade we've been in and out of several disasters in the billions of dollars of impact," says Richard Seline, managing partner at ResilientH2O Partners. "But it's not without response."

Governments are deploying billions into fixing infrastructure, and Seline gathered risk mitigation experts for a conversation and startup pitch session as a part of Houston Tech Rodeo to discuss the future of this field. The experts weighed in on how risk mitigation and disaster prevention is going to need to be supported by both local and national governments.

Pamela Williams, executive director at BuildStrong Coalition, says she's been in the industry for decades now and has observed new financial support opportunities coming in at a federal level. These entities are looking for cost effective, risk reducing technologies. Innovators can think of these resources as seed funds — with a very high return on investment.

"Investments pre-disaster to draw down risk will save us … up to $11 for every $1 invested," she says on the panel. "Pre-disaster mitigation is where it's at."

And the solutions can't just come from one office within the national government — it needs to be a collaborative effort, she adds.

"We have got to provide flexibility, consistency — and truly be able to leverage all of these resources together so that we can do these transformational unthought of projects," Williams says.

Local governments are also tasked with increasing focus and funding on disaster prevention — maybe even more so than federal agencies, says Ron Prater, executive director at Big City Offices of Emergency Management.

"All disasters are local," he explains. "Locals have to be ready. ...Feds have money and resources but they aren't going to come in and save the day."

Governmental support is going to be needed to advance risk mitigation technology and innovation, but entrepreneurs might also have to seek aid elsewhere.

"While there are funds available for entrepreneurs and innovators, the fact is it will not always come from the government," Seline says. "There are billions of dollars of insurance, reinsurance, and non-traditional financing beginning to emerge — most of it centered around insuratech."

Williams says companies have a unique role to play in the continued conversation of driving these types of inventions.

"Our private sector partners have the ability to convene people," she says, "and bring perspectives to the table that have never before been there to come up with creative solutions."

Cultivating diverse thought leadership is crucial to the equation, says panel moderator Landi Spearman, generational and change management consultant at Organized Shift, who explains that Houston is an especially strategic place for this innovation to occur, since it's the most diverse big city in the country.

"When we think about resilience and people, we get to leverage our diversity of perspective. You get to bring yourself to the solution and you get to include others," she says.

There are a few types of exciting technologies emerging in resilience innovation — from finding ways to optimize and assist brokers and carriers as well as the equipment, technology, and data that's coming out of the public-private sector. One that interests Prater in particular is the opportunity to collect data.

"AI and machine learning are going to improve how (emergency managers) get situation awareness — how accurate it is and how timely it is," he says. "One of their main goals is to share as much information as possible."

The panel concluded with three startup pitches from NanoTech, a fireproofing and insulation product; IVPAir, a device that kills COVID-19 germs right from the air; and Climaguard, a weatherproofing invention to protect cars.

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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