New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

Texas' workforce is at risk of AI job disruption. Photo via Getty Images

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

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The program will allow students to learn at their own pace, and is supported seven days a week by tutorial and technical staff, and offers flexible payment options with a low initial registration fee. Photo by Brett Sayles/Pexels

University of Houston System debuts new program to develop clean energy workforce

future of energy

University of Houston-Downtown announced a new Wind Turbine Technician Certificate Program.

UHD’s goal with the new program is to address the global need for workers skilled in servicing, diagnosing, repairing and installing wind turbines and other associated equipment.

The program will allow students to learn at their own pace, and is supported seven days a week by tutorial and technical staff, and offers flexible payment options with a low initial registration fee.

Some courses can be purchased as students work through them.The total cost is $1,750 for the entire program.

The course will be delivered in partnership with George Brown College in Toronto. George Brown College is a leader in distance learning, and one program highlight will be its 3D interactive wind turbine simulator. The wind turbine simulator will have key features like real-time visualization, interactive operation, pre-built lab projects, and Pitch and Yaw Ladder Logic applications, which shows how Programmable Logic Controllers (PLCs) are used to provide automatic control of wind turbines.

“The programs we develop at George Brown College feature robust technical simulation software so we can reach different students, like those looking to diversify their skills and can’t attend full time because of family or work commitments,” Colin Simpson, dean of continuous learning, says in a news release. “Additionally, our partnership with University of Houston-Downtown allows us to extend our reach to help train the U.S. clean energy workforce.”

According to Global Wind Energy Council’s Global Wind Report 2023, over half a million new wind technicians will be needed by 2026 to service the expected capacity increases, as wind generation is expected to more than double by 2030. Texas produces 26 percent of all U.S. wind-sourced electricity.

“Wind energy is one of the fastest-growing energy sources in the world, and as the largest wind producer in the United States, there is a growing need for skilled technicians in Texas,” UHD President Loren J. Blanchard adds. “By partnering with George Brown College, we’re able to leverage a unique online program to develop a skilled workforce for the wind energy sector in the state and beyond.”

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This article originally ran on EnergyCapital.

Houston — home to the Texas Medical Center — has made the cut for top life science metros. Photo via Getty Images

Houston recognized for its workforce among top life science cities

we're no. 13

Of the top 25 United States metros ranked as the best for life science, Houston came in at lucky No. 13.

CommercialCafe issued a report this month ranking the top 25 U.S. cities for life science, factoring in volume of life science patents, number of life science establishments, size of workforce, educational institutions, office market, and more.

Houston stood out on the report for a few metrics. It might not be surprising, as Houston is home to the world's largest medical center, but the city boasts the 10th largest workforce with 5,100 workers employed in industry related occupations, the report found. Additionally, the city ranked:

  • No. 8 for life science education — more than 860,000 area residents aged 25 years or older hold a bachelor’s degree in an industry related field.
  • No. 9 for life science establishments — which has increased 23 percent since 2018 to a total of nearly 3,300.
  • No. 9 for life science square footage added — with roughly 840,000 square feet of new life sciences projects currently in development

As positive as the report finds Houston's life science market, the ranking represents a decrease in ranking compared to 2022 where Houston scored a spot in the top 10. In fact, Houston can't even claim the top spot in the Lone Star State. No Texas cities made the top 10, but the Dallas area secured the No. 11 ranking. Dallas was also ranked highly for its talent pool.

Meanwhile in central Texas, Austin claimed the No. 22 spot. The full ranking is below.

www.commercialcafe.com

Conveniently, CBRE, which also ranks the top life science markets every year, agrees with CommercialCafe's ranking of Houston. The 2023 report placed Houston at No. 13, which is exactly where the Bayou City ranked in 2022. However, according to CBRE, Houston ranks ahead of Dallas and Austin, which both still claimed rankings in the top 25.

The opportunities to reach and empower underserved populations to participate in the health care workforce are limitless. Photo via Getty Images

Op-Ed: Removing barriers is critical for the future of Houston's health care workforce

guest column

Houston houses one of the most renowned medical communities in the world. However, Texas' current health care workforce shortage has severely impacted the city, with large swaths of the Gulf Coast Region deemed medically underserved. Thousands of Houstonians are impacted year after year due to the lack of access to life-saving medical care.

The obvious solution to this problem is to form a pipeline of health care workers by equipping students with the necessary skills and education to fill this gap. Sadly, many individuals who lack opportunity yet aspire to pursue a career in the health care industry face barriers related to childcare, transportation, mentorship gaps and life's unexpected circumstances.

Dwyer Workforce Development (DWD), a national health care training nonprofit, has recently expanded its footprint to Texas and has joined Houston Community College (HCC), one of the largest community colleges in the country, to provide life-changing support and create a pipeline of new health care workers, many who come from underserved areas.

Last year, our organizations launched the Dwyer Scholar Apprenticeship program, which is actively enrolling to combat the health care shortage and bring opportunities to those lacking. Working together, we are supporting apprentices each year to earn their Certified Nurse Aide (CNA) certificates, where students can choose a Phlebotomy or EKG specialization, helping our city meet the demand for one of the most essential and in-demand jobs in health care each year. Our program will help address Texas' loss of 36 percent of its CNAs over the past decade while providing gateways for highly motivated students—Dwyer Scholars—to thrive in long-term health care careers.

We know financial barriers prevent many potential health care workers from obtaining the certifications needed to enter the workforce. That's why we are bringing our innovative programs together, enabling Scholars to earn while they learn and opening doors for those who do not have the financial luxury of completing their training in a traditional educational atmosphere.

After enrollment, DWD continues to provide case management and additional financial support for pressures like housing, childcare, and transportation so Scholars don't have to put their work before their education. Scholars are placed with employers during the program, where they complete their apprenticeships and begin full-time employment following graduation.

The Texas Workforce Commission has identified apprenticeship programs as a key area for expansion to meet employer demand for skilled workers. Through our partnership, we are doing just that – and the model is proven. More than 85 percent of DWD Scholars in Maryland, where the program was established, have earned their certificates and are now employed or on track to begin their careers.

Our work doesn't end here. Over the next decade, Texas will face a shortage of 57,000 skilled nurses. Texas must continue to expand awareness and access to key workforce training programs to improve outcomes for diverse needs. Our organizations are working to vastly expand our reach, making the unattainable attainable and helping to improve the lives and health of our community.

No one's past or present should dictate their future. Everyone deserves access to health care, the ability to further their education and the chance to set and achieve life goals. The opportunities to reach and empower underserved populations to participate in the health care workforce are limitless.

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Barb Clapp is CEO of Dwyer Workforce Development, a nonprofit that supports individuals who aspire to pursue a career in the health care industry. Christina Robinson is the executive director for work-based learning and industry partnerships at Houston Community College.

Texas has landed in the No. 8 spot for the best states for Black entrepreneurs. Photo by Christina Morillo/Pexels

Report: Texas remains a top state for Black entrepreneurs

by the numbers

The Lone Star State has again ranked among the top states for Black entrepreneurs, but Texas didn't rank as highly as it did in 2022.

According to Merchant Maverick’s latest annual report on the state of Black businesses, Texas has landed in the No. 8 spot for the best states for Black entrepreneurs. While the state maintains a position in the top 10, Texas has dropped from its No. 3 spot last year.

Guided by metrics including Black-owned businesses per million residents, percentage of the state’s workforce employed by Black-owned businesses, average annual payroll of Black-owned businesses, average annual income of Black business owners, regional price parity, a cost of living indicator, unemployment rate, and Top state income tax bracket rates, the report also noted the following key takeaways:

The Lone Star State is:

  • No. 9 for highest average annual income.
  • Home to 360 Black-owned businesses per capita.
  • No. 15 highest in the nation for percentage of the workforce working for Black businesses.

Black businesses continue to see success all over the state.

The largest Black tech conference in the country, the 2023 AfroTech Conference, recently returned to Austin for the second straight year at the Austin Convention Center. The five-day conference united over 300 companies – including Amazon, Meta, and Google – to expand the representation of Black Americans in STEM fields.

In 2022, a ranking by Black employees at Apartment List put Houston at No. 4 among the best cities for Black professionals. The Apartment List employees judged 82 cities in four categories: Business environment for Black professionals. Houston ranks third. Black community and representation. Houston ranks fourth. Economic opportunities for Black professionals. Houston ranks seventh. Housing opportunities for Black professionals. Houston ranks No. 20.

Growth also was reflected post-pandemic for Black-owned startups in Houston according to study by economists at Rice University, Boston University, Columbia University, and the Massachusetts Institute of Technology (MIT). The study found that from 2019 to 2020, the startup rate rose 32 percent in four largely Black areas of Houston: Kashmere Gardens, Missouri City, South Acres, and Sunnyside. The statewide startup rate during that period was 10 just at percent.

Texas recently landed on another Merchant Maverick report, also dropping a few spots in Merchant Maverick’s annual ranking of the top 10 states for women-led startups. The Lone Star State landed at No. 5 for women-led startups in 2023, down from No. 2 in 2022. Last year, Texas ranked second, up from its No. 6 showing in 2021.
Houston's San Jacinto College is launching a biotechnology program in early 2024 to be housed in the Center for Biotechnology in Generation Park. Rendering courtesy of McCord

Houston-area college shares more details on new biotechnology program, center

coming soon

Houston's San Jacinto College will roll out a new biotechnology program in early 2024 as it gets closer to its goal of launching the Center for Biotechnology in Generation Park.

In partnership with the Ireland-based National Institute for Bioprocessing Research and Training, the licensed training curriculum will offer regional biopharmaceutical training at the college's South Campus starting in January.

Initially, the 90-hour hybrid training program will provide opportunities for participants to gain experience with "all aspects of biomanufacturing, specialized instrumentation and equipment training, and advanced techniques," according to a statement. Students will earn an onboarding certificate that will help them enter the field.

The college then plans to open the Center for Biotechnology, developed by McCord Development Inc., at its Generation Park Campus in the first quarter of 2025. The state-of-the-art facility is slated to allow for more hands-on training within simulated environments, and will allow students to earn associate of applied science degrees in biomanufacturing technology, as well as credentials for those already in the workforce.

“The biomanufacturing industry is seeing substantial growth in the Greater-Houston area,” Christopher Wild, executive director for the San Jacinto College Center for Biotechnology, says in a statement. “The College’s partnership to offer NIBRT’s premier, industry-leading training right here in the Houston-area represents a firm commitment to bolstering the biomanufacturing workforce pipeline which will help position the region for continued growth.”

The center will also offer programs that are customizable to industry partners' needs, according to a statement, and will provide cost-effective training for new hires. It will be the only NIBRT-licensed training in the Southwest and Southeast region.

“The NIBRT team have been very impressed by San Jacinto’s excellent track record in developing workforce programmes for the Greater Houston Region across a broad range of industrial sectors," Darrin Morrissey, CEO of NIBRT, says in a statement. We are very much looking forward to working with the San Jacinto team to deliver world class biopharma training programs to their students."

The new center is part of Generation Park, a 4,300-acre master-planned development in Northeast Houston. In late 2022, San Jac and McCord, which is developing Generation Park, shared that they had signed a memorandum of understanding with the NIBRT to launch the program and center.

At the time, San Jacinto College was slated to be the institute’s sixth global partner and second U.S. partner.

Over the summer, McCord also revealed plans for its 45-acre biomanufacturing campus at Generation Park.
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What to expect from the inaugural TiECon Texas event this week

where to be

Innovators and entrepreneurs will gather in Houston this week to show off their latest advancements in automation during the first-ever TiECon Texas conference at the Ion District.

“Automation is not simply changing how we work. It is redefining how value is created across every industry,” Somesh Singh, president of TiE Houston, said in a release. “Texas has the talent, the infrastructure, and the entrepreneurial spirit to lead this transformation. TiEcon Texas 2026 is where the people building that future will come together to shape it."

The Indus Entrepreneurs (TiE) started in Silicon Valley in 1994 as a two-day seminar, but has grown into a worldwide network of events celebrating technological advancement. TiECon in Houston is a merger of the TiE networks across Texas for one large-scale event taking place at the Ion on Wednesday, October 28, and Thursday, October 29. Tickets are available here.

The event includes a partnership with Hatch Pitch, a founder-first startup showcase that has raised over $20 billion in funding for new companies in the tech industry. Participants will come from industries like space exploration, healthcare, energy, and the AI sector to present their ideas in front of an investor network for possible development.

“Over 80 percent of the teams we have coached have gone on to receive funding,” Greg Wright, founder of Hatch Pitch, added in a release.

In addition, there will be forums and talks on a variety of automation subjects, everything from robotic surgery to automation in government. Educators from Baylor College of Medicine, UTHealth Houston, and the University of Houston plan to discuss the raising of children in a world with extensive artificial intelligence integrated into so many areas. Steven Kean, President and CEO of the Greater Houston Partnership, will give the keynote speech on the Bayou City’s place in these emerging technological spheres.

Singh highlighted how the large-scale disruptions in the technological status quo by the rise of AI could be a sign of potential growth and innovation. The entrepreneurs presenting at TiECon may be the ones to harness the sometimes unsteady AI industry for good causes.

“History shows that periods of technological disruption create extraordinary opportunities for those prepared to act,” he said. “TiEcon Texas is designed to help founders, investors, and enterprises understand where the automation economy is headed and how to participate in building it."

Here are the 10 startups pitching during the TiE Hatch Pitch competition:

Houston startup makes Time's list of the best inventions of 2026

Innovation Station

One of the year's most buzzworthy innovations comes from a Houston-based leader in the energy transition. Utility Global's H2Gen recently made Time magazine’s list of the 300 best inventions of 2026.

The H2Gen is an innovative system that produces low-cost clean hydrogen from water and industrial off-gases. The company says the process doesn’t require electricity, a notable claim since hydrogen production typically consumes a lot of power.

"Using a tubular electrochemical cell containing a proprietary electrolyte and water, the company can turn industrial off-gases into hydrogen at scale—no extra electricity required," writes Time. "Bonus: the process also pulls out carbon dioxide as a separate stream, where it can be captured and kept out of the atmosphere.

CEO Parker Meeks tells Time, it's “a practical pathway to decarbonize existing industrial assets."

The startup is on a roll. It has raised $100 million so far in an ongoing Series D round to offer its decarbonization technology at industrial scale around the world.

H2Gen is joined by 10 other inventions with Texas connections onTime's list, as well as one "special mention."

In North Texas, they are:

Samsung
Plano-based Samsung Electronics America pulled off a hat trick this year, with three products making Time’s list. First up is the Galaxy S26 Ultra smartphone. It packs a more powerful camera, Galaxy AI features, and pro-level content creation tools. But Time singled out its new built-in privacy display as the phone’s “biggest selling point.”

Samsung’s Bespoke AI Family Hub refrigerator also got smarter. When AI first came to the Family Hub in 2024, it could recognize some fresh foods, but you still had to log packaged items by hand, Time noted. Now, with Google Gemini built in, the fridge can identify more than 2,000 packaged foods, read handwritten labels, and warn you when food is about to expire. It then uses what’s inside to build grocery lists and suggest recipes.

And for gamers, there’s the Odyssey G8 monitor. Its 6K resolution leapfrogs the 4K standard, delivering what Samsung calls “exceptional visual clarity and detail” on a screen big enough for gaming and multitasking.

OxeFit
Plano-based OxeFit’s XS1 Peak is about the size of a treadmill but works like an entire gym. It can be set up for strength training, simulated skiing or kayaking, Pilates, or rowing. What makes it stand out is a built-in virtual spotter. According to Time, the machine “uses AI, computer vision and sensors to correct the user’s form, change resistance in the middle of a rep and reduce the weight when the user is struggling, much like a human spotter.”

EssilorLuxottica
EssilorLuxottica, the French eyewear giant whose U.S. headquarters is in Farmers Branch, makes Essilor Stellest lenses. The lenses correct nearsightedness while also slowing the eye growth that makes it worse over time. Stellest is the first and only eyeglass lens authorized by the U.S. Food and Drug Administration to control myopia, Time said. The lenses look like regular glasses but contain 1,021 tiny lenslets. In a U.S. trial of kids ages 6-12, myopia progression slowed by an average of 71 percent over two years compared with standard lenses.

Helpany
Helpany, a startup based in Phoenix that manufactures its devices in DFW, makes Paul, a ceiling-mounted gadget that uses radar and AI to spot subtle changes in how residents move and flag those at higher risk of falling. Helpany says the technology can cut falls by as much as 72 percent.

Aurora Innovation
Aurora, based in Pittsburgh with a corporate and operations hub in Coppell, rolled out its second-generation Driver 2 system in July. By September, Driver 2 trucks had logged more than 500,000 driverless miles without a single at-fault crash, Time reported, and the company expects 200 of them on the road by the end of 2026.

Colossal Biosciences
Dallas-based Colossal Biosciences built an artificial egg by placing an ultra-thin, transparent silicone membrane inside a rigid 3D-printed cup, letting scientists watch the embryo develop. Twenty-six chickens have already been hatched.

In Austin, they are:
Cedar Park-based Hyliion landed on Time’s list with its Karno Power Module, a modular generator designed to produce power wherever it’s needed. The Karno represents a big pivot for the company. Hyliion got its start building electrified powertrains for 18-wheelers before shifting into power generation after acquiring the Karno generator technology from GE Aerospace. Founded in Pittsburgh in 2015, the company relocated to Cedar Park in 2018.

The other Austin-associated honoree is Moment Energy. As more electric vehicles hit the road, a growing number of their batteries are nearing retirement, while demand for power keeps climbing. Moment Energy found a way to tackle both problems at once. The company’s Megafactory 1, which opened in Vancouver, Canada, in June, turns old EV batteries into modular energy storage systems for hospitals, factories, data centers, and other big power users. “Our goal is to make sure these batteries don’t end up in landfills,” founder Edward Chiang told Time.

In the “Special Mentions” category, Austin-based Renzoe Box gained notice for its refillable custom makeup palette for on-the-go people. Licensed architect René Graham designed the box. She graduated from Houston's Rice University, and was born and raised in Dallas.

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A version of this article first appeared on CultureMap.com.

4 Houston health tech startups advancing medical innovation

meet the finalists

Houston has been driving medical innovation for decades. And thanks to leading hospitals, cutting-edge research and breakthrough technologies, the region’s healthcare ecosystem continues to improve how patients are diagnosed, treated and cared for.

The Health Tech Business category in our 2025 Houston Innovation Awards will honor an innovative startup within the health and medical technology sectors.

Four forward-thinking businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from a startup developing miniaturized medical technologies for space to a company using AI to help develop cancer treatment plans.

Read more about these businesses, their innovative founders, and how they're shaping the future of health care below.. The 2026 winners will be announced on InnovationMap.com in mid-November.

Bairitone Health

Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

InformAI Inc.

InformAI Inc. develops fit-to-purpose AI solutions for the clinical setting. Its RadOncAI product recently received FDA 510(k) clearance. The product uses AI to create a first-pass radiation therapy dose plan for complex head and neck cancers in an effort to eliminate bottlenecks in radiation planning and ultimately cancer treatment. The company has also developed AI products for sinus disease detection and 3D organ reconstruction.

CEO Jim Havelka founded the company in 2017. It is participating in the Mayo Clinic Accelerate Platform. It has raised about $4 million in seed funding and has received numerous non-dilutive grants from the National Science Foundation, the National Institutes of Health and the Cancer Prevention and Research Institute of Texas. The company shared in its application that it plans to launch a Series A fundraising round and submit an FDA 510K application for its organ reconstruction product, Voluquant, by the end of 2026.

Prana Surgical

Prana Surgical is developing a minimally invasive surgical platform for small, hard-to-reach lung nodules that may be cancerous. The company's Prana System cleared U.S. Food and Drug Administration (FDA) approval earlier this year.

Prana Surgical was originally founded as Prana Thoracic in 2022. It has participated in numerous accelerators, including the Texas Medical Center Innovation Accelerator in 2023 and the IGNITE Health accelerator in 2022. It raised $6 million in Series A funding rounds in 2023 and 2024 , with a Series B currently ongoing. The company said in its application that it is currently moving into the next stage of clinical validation and revenue generation in the U.S., in addition to preparing its manufacturing and commercial infrastructure for broader use.

Skybound MedTech

Skybound MedTech develops technologies that aim to address the health risks of long-duration spaceflight. Its compact, miniaturized medical technologies can deliver complex therapies without a physician.

CEO Matthew Kuhn, who previously founded Taurus Vascular, founded Skybound last year. The company emerged from stealth in January after raising a $1.25 million Series A round. It plans to advance its lead dual-use platform into critical preclinical validation in November, the company shared in its application. It is currently raising a $25 million Series A round and is pursuing federal research partnerships with DARPA and ARPA-H.

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