3 Houston innovators to know this week

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This week's roundup of Houston innovators includes Tim Crain of Intuitive Machines, Chelsea Williams of Northwestern Mutual, and Nicolaus Radford of Nauticus Robotics. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from space tech to robotics — recently making headlines in Houston innovation.

Tim Crain, co-founder and CTO of Intuitive Machines

Tim Crain joins the Houston Innovators Podcast. Photo via intuitivemachines.com

It might surprise many to learn that publicly traded, NASA-backed Intuitive Machines, which has emerged as a commercial leader within lunar access technology development, had several pivots before finding its niche within space innovation.

In fact, as Co-Founder and CTO Tim Crain explains on this week's episode of the Houston Innovators Podcast, the company was founded as a space-focused think tank. Crain, along with his co-founders CEO Steve Altemus and Chairman Kamal Ghaffarian, came together in 2013 to start Intuitive Machines, which recently moved into a $40 million headquarters in the Houston Spaceport.

"At the time, our thought was, 'let's take the best of human space flight engineering processes, disciplines, and know how, and look at how we might commercially deploy that for biomedical, energy, big data, and aerospace,'" Crain says on the show. "We wanted to look at how we use great engineering for some of the hard problems outside of NASA's aerospace sphere." Read more.

Chelsea Williams, financial adviser at Northwestern Mutual

Houston-based financial adviser Chelsea Williams helps clients overcome their unique generational financial uncertainties by equipping them with tips and resources to get them on the path to financial wellness. Photo courtesy

In a guest column for InnovationMap, Chelsea Williams, financial adviser at Northwestern Mutual, shared tips on overcoming financial uncertainty across different generations.

"While the types of financial stressors might vary across generations and cities, the most important step to managing financial uncertainty is initiating a conversation with an adviser," she writes in her column. "Just like going to the doctor regularly, routine financial check-ups are incredibly important to catch financial headaches early on and stay ahead of long-term financial health." Read more.

Nicolaus Radford, founder and CEO of Nauticus Robotics

Houston-based Nauticus Robotics founder, Nicolaus Radford, celebrated an acquisition for his company. Image via LinkedIn

A Houston company that harnesses the power of robotics hardware and programing for underwater use has made an acquisition.

Nauticus Robotics Inc. (NASDAQ: KITT) announced it has acquired 3D at Depth Inc., a Colorado-based company with a subsea light detection and range, LiDAR, technology for inspection and data services. The deal closed for approximately $34 million in stock, before certain purchase price adjustments and the assumption of debt, per the news release.

“The future of subsea services lies in autonomy, data gathering, and analytics,” Nicolaus Radford, Nauticus’ founder and CEO, says in the release. “LiDAR has long since been core to terrestrial autonomy and by adding 3D’s capabilities to the Nauticus Fleet, we enhance autonomous vehicles in the offshore market. This acquisition increases the value of Nauticus’ fleet services and positions the Company to capitalize on data acquisition and analytics for subsea operations.” Read more.

Houstonians in particular expressed more stress than other communities in terms of household finances and physical and mental health. Photo via Getty Images

Houston expert on tips on overcoming financial uncertainty across different generations

guest column

Whether you’re a millennial or baby boomer, financial uncertainty is not limited by age, with new data from Northwestern Mutual’s 2023 Planning & Progress Study revealing that most Americans are losing sleep at night because of it. Houstonians in particular expressed more stress than other communities in terms of household finances and physical and mental health, according to a recent survey.

While the types of financial stressors might vary across generations and cities, the most important step to managing financial uncertainty is initiating a conversation with an adviser. Just like going to the doctor regularly, routine financial check-ups are incredibly important to catch financial headaches early on and stay ahead of long-term financial health.

As a Houston-based financial adviser, I help my clients overcome their unique generational financial uncertainties by equipping them with tips and resources to get them on the path to financial wellness.

Understanding where financial uncertainty comes from generationally

  • Gen Z: Studies have shown that even while Gen Z is the most confident that they’ll be prepared for retirement when the time comes, they still struggle with feelings of uncertainty on how to achieve their specific financial goals. In my experience, I have found that uncertainty among this age group often stems from a lack of financial literacy surrounding their finances. A recent financial literacy study revealed that Gen Z respondents averaged the lowest at 43 percent in answering finance-related questions correctly.
  • Millennials: Millennials equally suffer from feelings of anxiety about money, with 54 percent of millennial respondents in the P&P study indicating that financial anxiety causes them to feel depressed compared to just 20 percent of baby boomers. Millennials have lived through a pandemic, The Great Recession and slow economic growth, making their mental health and financial wellness a top priority.
  • Gen X: Even while financial uncertainty typically starts to recede later in life at this age, Gen X is facing a turning point as they get closer and closer to retirement. Studies have shown that most Americans believe they will need about $1.27 million to retire comfortably and yet, I see many individuals only recognizing the importance of retirement planning between the ages of 40 and 50. With Gen X holding about six times more debt than their parents did at that age, it’s important for this age group to consider some proactive debt and retirement strategies.
  • Baby boomers: This group has the lowest amount of financial uncertainty, but that doesn’t mean it is nonexistent. I hear a lot of baby boomers state that they wish they had started investing sooner or they wish they had conversations about their finances sooner. As such, this group is typically the most concerned about managing their existing assets and living comfortably for the rest of their lives.

Overcoming financial uncertainty

  • Increase financial literacy: Both millennials and Gen Z grew up in the digital age and expect their financial experiences to be reflective of that. For employers with Gen Z employees, working with a Northwestern Mutual financial adviser on resources to increase financial literacy can be a helpful first step. This could include on-demand webinars, digital toolkits and interactive online portals to access and view their finances.
  • Ensure every dollar has a job: Across all generations, it’s important to ensure no dollar is wasted. In other words, understanding how much of your income should be allocated toward expenses, retirement, savings, etc. is crucial. I typically recommend a budgeting rule that no more than half of an individual’s income goes toward expenses.
  • Initiate financial planning discussions early on: While it may seem daunting, results from the P&P study show that an average of 76 percent of individuals who work with a financial adviser have an overall boost to confidence. With Gen Z often heavily relying on family members for money management, it is important that family members from older generations encourage them to start saving or to consult with a financial adviser at a young age.
  • Take proactive steps toward your finances: No matter what age you are, there are always active steps you can be taking with your finances. Consider increasing the contribution amount to your 401(k) savings plan or working with a financial adviser to diversify your existing investments – or talk to your financial adviser about refinancing opportunities or debt strategies that tackle higher interest loans you may have.

Whether you’re in your 20s or your 50s, financial advisers are uniquely prepared to help you at any stage of your life – and overcome whatever uncertainties you may be facing.


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Chelsea Williams is a financial adviser at Northwestern Mutual. She's based in Houston and has clients across the country.

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Houston researchers develop material to boost AI speed and cut energy use

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A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

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Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

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For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”

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