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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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.