Looking back on the past few days of low temperatures, ice, snow, power and water outages, and more, it's time to focus on innovation for resilience. Photo courtesy of ABC13

Greater Houston and all of Texas have faced enough persistent challenges over the past seven years that communities and businesses are at a breaking point. Not just financially and economically, but at societal and emotional levels expected from repeated natural and man-made disasters.

Increasingly, the focus on "resilience" as a call to action has become a buzzword rather than measure of performance by public and private sector decision-makers. Simply, our version of resilience is defined as pre-disaster risk mitigation and investment, not recovery and rebuilding after the fact, which is precisely what is being debated across traditional and social media.

As families, small businesses, larger corporations, neighborhoods, and communities require stability, predictability, and frankly reliability, there is now disappointment and disillusion across party lines for our public agencies, programs, officials. When the last major freeze and snowfall hit Texas, the state's power grid ERCOT and the legislature were warned that unless immediate steps were taken to invest in our electrical grid, an expected collapse of the entire system would leave entire cities and potentially the state in darkness with life-threatening consequences. Review any of the published recommendations from previous disasters and each conclusion identifies necessary and urgent investment, re-engineering, and technological innovation. And yet many of those findings are but another can kicked down the road.

While finger-pointing, investigations, hearings, reports, studies can be the actions of our elected and appointed officials, we turn to entrepreneurs, inventors, innovators, and investors as the path forward. Want to add to your blood pressure? Read all the After-Action Reports and Lessons-Learned Analyses — from as far back as Hurricane Andrew to the most recent disasters, including snowstorms, derechos, wildfires, and now COVID-19. Very little changes in these documents regarding the failures of government and/or the significant gaps between alerts, warnings, preparation, response, recovery, rebuilding. More recently, analysis and assessments provided by Wharton at the University of Pennsylvania and the Insurance Information Institute suggest a 1:4+ return on investment for pre-disaster resilience.

Communities often are asked to rely upon hydrological engineering and science as the holy grails in response to our floods, storms, hurricanes. And yet, there is a new "class" of data scientists, analytic tools, curated information, and significant user interfaces that have changed how government, industry, civic, academia and philanthropy can allocate their resources in more efficient and effective ways to unleash innovative resilience. Emerging enterprises and organizations to watch that are driving the "new resilience data science" for entrepreneurs and innovators alike to develop the next generation of insight include Jupiter Intelligence, HazardHub, ResilientGrid, and EcoMetrics.

What is rarely captured in the post-incident studies and gatherings is the powerful impact of the "GSD" networks — "The Get Shit Done" relationships, partnerships, tools and resources mobilized by unleashing innovation! And the good news is that Greater Houston as well as across the nation, a number of companies, products, integrated data-equipment, digital platforms, and best practices have emerged from several innovation ecosystems that should be brought to the forefront of any next steps for community and civic leaders seeking to address a 21st century resilience agenda.

There are the data and platform folks — Umanity, FoodBot, GotSpot, Crowd Source Rescue (all based in Houston) along with Harbor, R3Water, and a host of other national firms — for example that have addressed the speed by which needs, resources, information and actionable intelligence can align to assist volunteers, neighborhoods, philanthropy, and small businesses. As previous senior leadership of FEMA have admitted, the public sector can no longer be the go-to resource during every disaster, incident, and threat.If we are to democratize resilience because no one entity can afford continued losses — such as the insurance and reinsurance sector — nor is there enough taxpayer dollars to fix our critical infrastructure, then we must spark private-philanthropic-public partnerships through innovation.

If COVID -19 taught us anything, it's that we continue to face inventory management supply-chain, and resilient inventory problems that have been identified during and after previous disasters. With blockchain, advanced sensors and monitors, robotics and remote screening, reopening Greater Houston and the US can be done with innovative health technologies such as San Antonio-based Xenex.

In regards to the challenge before us, we must recall that the demand and intersection for an energy, water and data "nexus" began to take off in response to the Texas and California droughts, rose again to the forefront during multiple hurricanes in the US, and are a now the latest critical infrastructure focus in the post snowstorms of 2021.

Why is having Elon Musk's GigaFactory in Texas so vital to resilience innovation? Because the research and product development of batteries to retain solar and wind produced power can directly impact the load-demands in advance of an oncoming weather or worse a cybersecurity threat to the grid. Sunnova — another Houston brand — has been proving the benefit of storage capacity from its work in Puerto Rico and now exhibits the unique performance for future off-grid resilience of homes, medical offices, and vital services.

Until and unless the public sector opens the doors for these and other innovators through immediate and permanent changes in procurement and contracting, strategic partnerships, incentives and credits — while frankly sharing the leadership function with entrepreneurs, inventors, and investors — we will all pay the price for the failure to act.

There is still work to be done from a legislative and governmental perspective, but more and more innovators — especially in Houston — are proving to be essential in creating a better future for the next historic disaster we will face. The Insurance Information Institute's National Resilience Accelerator Initiative and Resilience Innovation Hub Collaboratory (with its flagship in Houston) is working to unleash the best of Texas', the Nation's and the World's best ideas, resources, information and investments.

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Richard Seline is the co-founder of the Houston-based Resilience Innovation Hub.

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Axiom Space tops $525M in oversubscribed round, announces Swiss subsidiary

funding boost

Axiom Space tacked on an additional $175 million to a previously announced capital raise, bringing the oversubscribed round to a total of more than $525 million.

Axiom shared in February that it had secured $350 million in a financing round led by Type One Ventures and Qatar Investment Authority. In the latest release from the company, Axiom reports that Japan-based MUFG Bank Ltd. joined the round as a new investor, in addition to continued participation from existing backers.

The funding will go toward developing the company's commercial space station, known as Axiom Station, and the production of its Axiom Extravehicular Mobility Unit (AxEMU) under its NASA spacesuit contract.

“Investor interest in this round outpaced what we set out to raise, which speaks to the moment we’re in,” Jonathan Cirtain, CEO and president of Axiom Space, said in the news release. “Our partners see what is possible in low-Earth orbit, and they see who is positioned to lead it.”

Axiom announced last month that it planned to open a Japanese subsidiary July 1. Earlier this week, it also shared plans to establish Axiom Space Switzerland, a wholly owned subsidiary based in Lucerne that is also expected to begin operations this summer.

The Switzerland subsidiary aims to establish Axiom's presence in Europe and help it partner with the European Space Agency and other space organizations and companies on the continent.

“Europe is a founding leader in the creation of the commercial space economy, and Switzerland is uniquely positioned to convene the government agencies, research institutions, and industrial entities that will shape its next decade,” Cirtain added in a separate release. “Axiom Space Switzerland facilitates the scaling of development and deployment of the infrastructure that will succeed the International Space Station.”

Texas cashes in among 10 best U.S. state economies in 2026 report

State Economics

A new study gauging the success or decline in economic performance in every state has revealed Texas' economy remains stable in 2026 after it dropped out of the top five to No. 8 last year.

Texas boasts the No. 8 best state economy in the U.S. this year, according to WalletHub's annual "Best & Worst State Economies" report. The personal finance website's analysts ranked all 50 states and the District of Columbia across 28 relevant metrics to measure each state's economic activity and health status, and its "innovation potential."

Notably, Texas leads the nation for the most exports per capita in the U.S. in a five-way tie with Louisiana, Kentucky, North Dakota, and Indiana. Across the study's three main categories, Texas ranked highly for its economic activity (No. 7) and economic health (No. 11), and the state's "innovation potential" rank is the 24th best in the nation.

This is how WalletHub ranked Texas' economic performance, where No. 1 is considered the best and No. 25 is considered average:
  • No. 6 – Change in non-farm payrolls
  • No. 8 – Change in GDP
  • No. 8 – Startup activity
  • No. 11 – Annual median household income
  • No. 18 – Government surplus/deficit per capita
  • No. 21 – Percentage of jobs in high-tech industries
  • No. 30 – Unemployment rate
WalletHub previously ranked Texas one of the top three states to start a business in 2026, with Houston earning its own entrepreneurial acclaim in separate rankings of the best big cities for new businesses and for starting a career.

"U.S. economic growth depends heavily on the performance of individual states, and some contribute more than others," the report's author wrote. "For example, California, Texas, New York and Florida have economies so large that if they were countries, they would rank in the top 20 in the world."

The five states with the worst state economies in 2026 are Rhode Island (No. 47), Maine (No. 48), Louisana (No. 49), Kentucky (No. 50), and West Virginia (No. 51).

The top 10 best state economies for 2026 are:

  • No. 1 – Massachusetts
  • No. 2 – Washington
  • No. 3 – Utah
  • No. 4 – California
  • No. 5 – Delaware
  • No. 6 – North Carolina
  • No. 7 – New York
  • No. 8 – Texas
  • No. 9 – Colorado
  • No. 10 – Florida

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This article originally appeared on CultureMap.com.

Houston lab explores how AI bots can help the elderly

AI for aging

The University of Houston’s Empathetic Lifespan AI & Robotics for Aging (ELARA) Lab is currently conducting research into how AI bots may be able to help the elderly live more social and independent lives through several ongoing initiatives.

The lab officially launched last month as part of the Gerald D. Hines College of Architecture & Design under the leadership of Assistant Professor Chorong Park. Part of the lab’s mission is tackling ongoing problems with aging, such as dealing with disabilities and social isolation. Researchers’ current work is focused on designing a new AI companion bot specifically tailored to the needs of older people.

“We need to take all the needs of older adults seriously,” Park said in a news release. “They won't use the robot if they don't feel at ease or if they feel they are being constantly watched.”

The field testing of new AI bots in this population hopes to overcome several traditional obstacles in technology use among the elderly. A study by Park shows that many older people have a fear of overt surveillance when using advanced AI. There is also ageism to consider. Most new technologies are designed with younger and employed buyers in mind, not retirees who may need help remembering daily tasks or accessing important information.

“The more older adults are excluded from technology development, the worse those technology gaps will become,” Park said. “AI and the majority of technologies are created for younger people, so my research method integrates older adults directly into the design process.”

ELARA recently collaborated with the Mamie George Community Center in Richmond, Texas, to track seniors’ response to desktop AI bots like Emo and Cupboo. Researchers also had participants use air-dry modeling clay to create their ideal robotic companion.

While the eventual AI bot may be able to help the elderly feel less isolated and more supported, there are concerns to consider. A study published in the Asian Journal of Psychology charted the development of delusional thinking in a 72-year-old woman who became convinced the empathic-response bot was in love with her. The rise of “AI psychosis” has the potential to exacerbate mental health problems, particularly in socially isolated people, which a quarter of Americans over the age of 65 are.

ELARA’s research is focused on creating “pet-like” AI models with enhanced trust cues. If it can overcome the dangers of socially isolated people relying on AI for companionship, it could be a big step forward for independent aging.