KBR signed a Space Act Agreement with NASA's Johnson Space Center to provide private astronaut training in NASA facilities. Photo via NASA.gov

For 60 years, Houston-based KBR has supported NASA's astronauts. Now, though a recently signed Space Act Agreement, KBR will also be providing its human spaceflight operation services to commercial companies.

"KBR has pioneered space travel for more than half a century. We will leverage our domain expertise to assist private astronauts with their human spaceflight activities," says Stuart Bradie, KBR President and CEO, in a news release.

The arrangement will include KBR training private astronauts on NASA property — it's the only agreement of its kind. KBR will train for space tasks like operating onboard of the International Space Station, routine operational tasks, health and performance checks, responding to emergencies, and more.

"This historic agreement is a testament to KBR's long standing partnership with NASA. We will continue to work together to propel NASA's mission to fuel a low-Earth orbit economy and advance the future of commercial space," Bradie continues in the release.

Earlier this week, Axiom Space, a Houston-based space tech startup, announced it was selected to design a commercial space flight habitat to be attached to the ISS. KBR is among Axiom's professional partners on the project.

Image---Axiom-modules-connected-to-ISSKBR is one of Axiom Space's partners on its new NASA-sanctioned ISS project. Photo via AxiomSpace.com

The Axiom project includes plans to replace the ISS with a commercially operated space station. The targeted launch date for the commercial destination module is set for late 2024.

Both the Axiom and KBR agreements with NASA are in line with a shift toward commercialization within the space industry. Last June, NASA released its plan to introduce marketing and commercial opportunities to the ISS — with financial expense being a main factory.

"The agency's ultimate goal in low-Earth orbit is to partner with industry to achieve a strong ecosystem in which NASA is one of many customers purchasing services and capabilities at lower cost," reads the release online.

In an interview with InnovationMap last July, NASA Technology Transfer Strategist Steven Gonzalez explains that opening up the space industry to commercial opportunities allows for NASA to focus on research. The government agency doesn't need to worry about a return on investment, like commercial entities have to.

"With the commercial market now, people keep talking about it being a competition, but in reality we need one another," Gonzalez says. "We have 60 years of history that they can stand on and they are doing things differently that we're learning from."

As the Houston innovation ecosystem prepares for 2020, InnovationMap's editor looks back on her favorite interviews of this year. Courtesy photos

Editor's picks: 5 best Houston innovation interviews of 2019

2019 in review

Ever since the launch of InnovationMap, the site has featured an innovator weekly. That's over 50 interviews and more than a dozen episodes of the Houston Innovators Podcast, which launched this fall.

As editor of InnovationMap and the host of the Houston Innovators Podcast, I've conducted nearly all of these interviews. And, while parents aren't allowed to pick favorites between their children, I definitely have my favorite interviews. Looking back on this year, I've had the fortune of talking to innovators from all corners of Houston and across industries.

Looking back on 2019, I've plucked out my five favorites, and I thought I'd share why they stood out to me. I'm excited to continue these conversations in 2020 as Houston's innovation ecosystem grows — and as InnovationMap grows with it.

Samantha Lewis, director of The GOOSE Society of Texas

Samantha Lewis

Courtesy of Samantha Lewis

When I think of my favorite conversations I've had this year, Samantha Lewis immediately comes to my mind. If you've ever had the fortune of meeting Sam, you know her as high energy, kind, and full of opinions — all of these qualities make for a great interview, and, in this case, podcast episode.

Samantha's episode of the Houston Innovators Podcast was only the second to be released, but, just due to scheduling, was actually the first episode I ever recorded. And, despite it's early release, is still the most listened to of the 13 that now are available. I credit Sam's candor, poise, and insight for that.

In the episode, Samantha and I discuss GOOSE's recent investments, her advice for startups looking for funding, the state of venture capital in Houston — and how it compares to the two coasts, and more. To read more or stream the episode, click here.

Steven Gonzalez, technology transfer strategist at NASA

Courtesy of NASA

This past summer, the Space City celebrated the 50th anniversary of the moon landing — 50 years since "Houston" was uttered from the surface of the moon. July brought many space celebrations as the city, state, and even country looked back on the legacy of the aerospace industry.

I took this anniversary as a chance to dive into the innovation of the industry on InnovationMap with a series of interviews with various space professionals. I spoke with the general manager of Houston's Spaceport, the founder of a Houston-based space startup, and Rice University's Space Institute director, but my favorite discussion I had about space was with Steven Gonzalez, technology transfer strategist at NASA.

Steven was so interesting to talk to because his job really represents the future of space exploration. As space travel shifts into the commercial space rather than just within the government-backed NASA operations, the need for the sharing of technology, research, and ideas is crucial. Through NASA's technology transfer, Steven is helping that effort. To read our full conversation, click here.

Ody De La Paz, founder of Sensytec

Courtesy of Sensytec

Throughout my now near 15 months at InnovationMap, I've had a growing appreciation of the guts and gumption it takes to take the leap and start a company. I love interviewing entrepreneurs — they all have such different perspectives on similar startup challenges. One of my favorite entrepreneur interviews I had this year was with Ody De La Paz, who founded Sensytec.

Ody started his company when he was an undergrad student at the University of Houston. Most college students just trying to get an entry-level job somewhere — anywhere, but Ody would go on to travel the world pitching — and winning — in competitions for Sensytec's technology, which is smart cement that can communicate risks for potential life-threatening damage.

Ody was my first startup founder guest on the Houston Innovators Podcast, and, if we're keeping track, still is the second most listened to episode behind Sam's episode. To read more or stream the episode, click here.

Harvin Moore, president of Houston Exponential

Courtesy of HX

This year, Houston Exponential — the city's nonprofit organization dedicated to promoting innovation in Houston — hired a new president. Harvin Moore joined the team to take HX into its next stage of attracting tech companies into the ecosystem.

Several months into his position, we sat down to discuss how he was doing and what some of his goals were for the organization. I admire Harvin's passion for the city. A serial entrepreneur and investor, he has a great frame of reference for startups, and his first point of action was to listen — to the ecosystem and its members — for what the city really wants and needs from its innovation leadership.

Our conversation was over an hour and bounced from HX and Houston startups to New York's real estate and the profitability of local journalism. Of course, not all that ended up in the article, but I look forward to seeing what all Harvin has up his sleeves for 2020. To read our full conversation, click here.

Roberta Schwartz, executive vice president and chief innovation officer at Houston Methodist Hospital

Courtesy of Houston Methodist

It's rare that I interview someone for the Featured Innovator section twice. In fact, I've only doubled up three times. Though, I'm sure it will continue to happen as InnovationMap and the Houston Innovators Podcast grows. Roberta Schwartz, executive vice president and chief innovation officer at Houston Methodist Hospital, was one of my interviews I've doubled up on this year — once for a Q&A and once for the Houston Innovators Podcast.

It's pretty easy to find new things to discuss with Roberta. Houston Methodist seems to constantly be launching new technology pilots within the system — from virtual reality in cancer treatment to telemedicine. Plus, just personally, Roberta is extremely interesting. At 27, she was diagnosed with a vicious strand of breast cancer — despite having no family history of the disease.

After getting through some of her early treatments, she co-founded an organization that helps to connect young women who were similarly diagnosed with breast cancer at a young age. I'm 28, and cannot fathom the cancer battle Roberta survived and the foresight she had to create an organization like she did. To read more on our most recent conversation or stream the episode, click here.

The panel of experts discussed the Space City's history — but also its future as a leader in space exploration. Photo courtesy of SpaceCom

Overheard: Houston experts weigh in on the future of the Space City

EAVESDROPPING IN HOUSTON

Houston's been known as the Space City for about 50 years since "Houston" was the first word spoken from the surface of the moon. But whether or not that nickname will continue to stick was up for debate at a 2019 SpaceCom panel on November 21.

The panel, entitled "Regional Benefits of a Commercial Space Economy: Case Study Houston," the panelists set out to discuss the city's rich history of space exploration, as well as to answer the question of where Houston's space industry is headed.

"We could ask that question in a passive way, but my preference is that here in Houston we ask the question now, answer it, and be very proactive and deliberate about making sure we get the outcome that we want," says Vernon McDonald, senior vice president at KBR and moderator of the discussion.

If you missed the enlightening discussion, here are a few takeaways from the panelists.

"Houston is in this great position to be this beacon to lead entrepreneurs and inspire other regions to explore further."

— Rick Jenet, director of the Center for Advanced Radio Astronomy. Jenet, who is based in Brownsville, Texas, is working to develop a vibrant commercial space hub in South Texas. In a lot of ways, the area looks to Houston's history for its development, he says.

"We built a community of engineers and scientists and a workforce that's all vested in the outcome of the human space flight program."

— Steve Altemus, president and CEO of Intuitive Machines. The creation of the Johnson Space Center developed generations within the community of scientists and engineers, but, moving forward, Houston has to be intentional about building its talent base. "I'm very passionate about doing that here in Houston," Altemus adds.

"There's a beacon of hope for our community if we can organize around it and attract commercial business here to keep this city the Space City, but redefine ourselves as a commercial space hub."

— Altemus says, adding that it's going to take further development, talent, and funds — like what's happening at the Houston Spaceport — to make this transition.

"Over the years, Houston took space for granted. Houston started to focus on the bigger industries that brought in funding and jobs."

— Steven Gonzalez, technology transfer strategist at NASA's Johnson Space Center. At the risk of being unpopular, Gonzalez mentions that the city's attention has been diverted from space exploration. However, he adds, there are new initiatives from the Greater Houston Partnership and Houston First that are picking up the slack.

"The answers to Houston delivering on its potential is going to be collaborations — how well we collaborate."

— Harvin Moore, president at Houston Exponential. Houston is collaborative, and the city needs to make sure its resources are inclusive as commercial space develops in town.

"I'd like to say that Houston is the birthplace of human space flight, and in 50 years, I'd like to see the city be the leader and the point of the spirit for human exploration internationally and commercially out in mars and beyond.

— Altemus responds when asked about the Space City's next 50 years.

"I think what Houston will be most proud of in 50 years is that we played an extremely important role in shaping how Texas leads the world in commercial space exploration."

— Jenet, who mentions that there's space exploration innovation happening statewide.

"When you think about what [leading space exploration] company will be here fifty years from now, I don't think it's been created yet. But I would like that company to be here in Houston."

— Gonzalez says, adding that the first trillionaire is likely to make his or her fortune in the space industry, and he wants that money here in Houston.

"A lot of our future is not going to be based on what huge companies or government are doing but much more about entrepreneurs."

— Moore says, emphasizing the need for developing startup resources in Houston.

NASA technology is up for grabs and InnovationMap has a new podcast — here are some innovators to know this week. Courtesy photos

3 Houston innovators to know this week

who's who

Another Monday means another weekly roundup of who's who in Houston innovation.

This week, we have our first Houston Innovators Podcast guest to feature, as well as a NASA expert who wants to loan you space technology.

Jon Nordby, managing director at MassChallenge Texas

Courtesy of MassChallenge

On our first episode of the new Houston Innovators Podcast, we discuss Houston accelerators with Jon Nordby, managing director for MassChallenge Texas. The first Houston program launched this year, and, as the organization looks toward its next cohort, the Houston innovation ecosystem is evolving in front of our eyes.

To read more about Nordby and MassChallenge, click here to read the story and listen to the podcast.

Sara Kelly, founder of Rigby

Courtesy of Rigby

Sara Kelly thinks you shouldn't have to get married or buy a house to have a nice dish set. She created Rigby, a Houston-based direct-to-consumer tableware company that is flipping the script on dishes.

"The reaction to the brand and the product has been great," says Kelly. "It's been so exciting for me to see that. At this point, we're focused on organic growth since we're so new."

Click here to read more about Rigby.

Steven Gonzalez, technology transfer strategist at NASA

Courtesy of NASA

Steven Gonzalez's job is to move NASA technology out into the world. The Johnson Space Center has hundreds of technology applications and IPs, and so much more can be done with those ideas here on earth. In a guest column for InnovationMap, Gonzalez writes of the NASA Johnson Space Center Technology Transfer and Commercialization Office, which will loan technology licenses to startups for free for three years.

"New technologies have been researched, developed, and proven on the ground — as well as above the earth on the International Space Station — in fields including medical, communications, agriculture, manufacturing, materials, structures, and much more," he writes. "At NASA's JSC, we are proud of the exceptional innovators who continue to develop technologies that advance the space program and technology for society on our home planet, and we love to share our knowledge."

Click here to read more about the program.

NASA's Johnson Space Center in the Houston area houses so much technology that startups can license for free for three years. Photo via nasa.gov

Houston startups can grow quicker and smarter with NASA's technology licensing program

Guest article

Everyone on the earth benefits from human space exploration. Your company can directly benefit from NASA's advances in technology. Space is the place to be and right here in Houston, the NASA Johnson Space Center Technology Transfer and Commercialization Office is ready to make connections and licensing agreements work.

New technologies have been researched, developed, and proven on the ground — as well as above the earth on the International Space Station — in fields including medical, communications, agriculture, manufacturing, materials, structures, and much more. At NASA's JSC, we are proud of the exceptional innovators who continue to develop technologies that advance the space program and technology for society on our home planet, and we love to share our knowledge.

Let's say you're a Houston startup looking for a new way to recover water from mining and refinery waste. Or maybe you're a prominent engineering design firm in New York City that was searching for technologies to stabilize a building and found a solution in one of NASA's rocket program. Maybe you are able to sleep better on a new mattress that was designed with zero-gravity comfort in mind. These are a few examples of companies that were able to find just what they needed from the NASA Technology Transfer Program.

The main job for the TTO is to help share/license inventions from NASA with scientific, academic, industrial, and commercial entities. However, since NASA does not develop or manufacture technologies for commercial sale, they pursue patents on their technologies for two main reasons. The first is to give companies the ability to commercially develop a technology while it is being protected by a patent, and the second is because patents are granted by the United States Patents and Trademarks Office in return for disclosure and publication of the invention for public knowledge.

Licensing a NASA technology is not as daunting as it may seem. Of course, JSC's TTO is around for guidance. NASA offers a standard and startup commercial license." Here we are talking the Startup Commercial License. It gives a startup company – formed with the express intent of commercializing a licensed NASA technology – the ability to license it with no up-front fees for up to three years.

A NASA license also allows a non-NASA entity access to a technology for testing, and to implement it into a system, service, or product that could result in sales. The TTO office cares about success of commercial businesses, and the negotiation of terms is done on a case-by-case basis. NASA has the authority to grant licenses on both its domestic and foreign patents and patent applications, but only US start-ups are eligible.

When people see the NASA logo, they tend to think cool, exciting, and space exploration. When companies license NASA technology the connection automatically ups their game. Think of it like having that cool friend, the one that makes you stand out and gets you noticed. In this case, a license through JSC TTO can get an organization connected to top notch technology and a whole network of friendly engineers, scientists, technologists, innovators, business specialists, and oh yeah – astronauts.

The JSC TTO welcomes new friends and works well with others. It really is about sharing information and technology while caring about the benefits for not only human space exploration, but for the commercial business industry and all of society.

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Steven A. González is the technology transfer strategist for NASA's Johnson Space Center in Houston. If you want to learn more about technologies available for licensing, please visit: https://technology.nasa.gov/patents.

From oil and gas to space technology, these leaders are pushing forward innovation in Houston. Courtesy photos

3 Houston innovators to know this week

Who's who

One thing this week's movers and shakers in the Houston innovation ecosystem have in common is their intention to disrupt an industry using technology. Here are this week's innovators you need to know in Houston.

Francois Laborie, general manager of Cognite North Americas

Courtesy of Cognite

When it comes to data, most energy companies are squandering valuable information by not properly using their data. Cognite, which has its US headquarters in Texas, has solutions, says general manager of the company, Francois Laborie.

"Standardizing APIs across the oil and gas industry would open the door to a community of developers, which could create custom applications and connect existing market solutions," he writes in a guest column for InnovationMap. "Then more new and exciting applications and services would reach the market faster."

Click here to read Laborie's article on the importance of APIs and data management.

Steven Gonzalez, technology transfer strategist at NASA

Courtesy of NASA

Houston is the Space City — present tense. While the city has a rich history as a major player in aerospace exploration and engineering, Houston is far from done, Steven Gonzales, NASA technology transfer strategist, tells InnovationMap.

We've always been the Space City, but for a while there, it was taken for granted. It's part of our history, but it's nice to see it brought back into the foreground to realize that it's not just history, it's who we are today.

Click here to read our Space City Month feature on Gonzalez in which he explains Houston's future in space and how NASA wants to work with startups.

Christine Galib, program director of The Ion Smart Cities Accelerator

Courtesy of Station Houston

Christine Galib has a new gig in town. The former Rice University and St. Thomas University educator is now the program director of the Ion Smart Cities Accelerator, a program that will find and grow startups with solutions to Houston's biggest problems.

"When we look at The Ion being created as a center for entrepreneurship and innovation in Houston, there's no other city in the world has this type of level of collaboration and transparency of major players in the innovation space coming together to create, not only the physical space, but also the programming and mindset and the environment and the culture to sustain it," she tells InnovationMap.

Click here to read more about Galib and what she's excited to bring to town.

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5 must-know fall application deadlines for Houston innovators

apply now

Editor's note: As fall reaches full swing, Houston's innovation scene is calling on the latest batch of founders and startups looking to make a difference. A number of accelerators have opened applications. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

Texas Life Science Forum

Deadline: Oct. 2

Details: Ventures can apply to present at the 15th annual Texas Life Science Forum, hosted by BioHouston and Rice Alliance. Participants will meet during office hours with venture capitalists, tech scouts, corporate venture groups and angel investors, and present their pitches in a public forum. Pitches take place on Nov. 10 and office hours are held Nov. 11. Find more information here.

Greentown Lab's Go Make 2027: Advanced Carbon Materials with ExxonMobil

Deadline: Oct. 9

Details: Greentown Labs is seeking applications from startups developing novel carbon-based technologies for its latest Go Make cohort in conjunction with ExxonMobil. The structured accelerator is designed to facilitate validation activities and explore potential long-term collaborations with Exxon, according to Greentown. Founders will have the opportunity to engage directly with industry leaders to test, validate and scale their carbon technologies in real commercial contexts. The program tentatively starts on Jan. 20, 2027 and concludes June 16, 2027. Find more information here.

Activate's U.S. Fellowship Cohort 2027

Deadline: Oct. 30

Details: Activate supports scientists at "the outset of their entrepreneurial journey." It partners with U.S.-based funders and research institutions to support its fellows in developing high-impact technology. Its fellows receive a living stipend, research and development funding, connections from Activate's robust network of mentors and access to a curriculum specific to the program for two years. Applicants must have a bachelor’s degree and 4-plus years of post-baccalaureate scientific research, engineering or technology development experience. Their work must be based in the physical or biological sciences or related engineering disciplines. Find more information here.

Rice Innovation Fellows

Deadline: Oct. 30

Details: The Liu Idea Lab for Innovation and Entrepreneurship (Lilie)'s Rice Innovation Fellows program supports Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship. Candidates from all Rice engineering and science-related disciplines are encouraged to apply. Find more information here.

The TMC's Accelerator for Cancer Therapeutics

Deadline: Oct. 30

Details: Texas-based ventures and researchers developing a cancer therapeutics project can apply to this accelerator funded by the Cancer Prevention and Research Institute of Texas. The nine-month program runs February-September 2027 and focuses on market research, FDA regulations, intellectual property, licensing, finance, fundraising, legal and other critical areas for cancer-related ventures. Participants will complete the program with at least one grant submission and have the option to pitch to investors, corporate partners, media and other influential guests. Find more information here.

Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

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

AI Workforce

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.