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    Future fears

    In big-city Texas, Dallas-Fort Worth workers face greatest job threat from robots

    John Egan
    Jan 30, 2019 | 1:43 pm
    Engineer overseeing automated production
    Machines substitute for tasks, not jobs.
    Photo by vm/Getty Images

    Among the four major metro areas in Texas, robotic labor poses the biggest danger to workers in Dallas-Fort Worth, according to a new study from the Brookings Institution’s Metropolitan Policy Program.

    The study finds that 46.5 percent of workplace tasks are susceptible to automation among all occupations in DFW. Authors of the study are quick to point out that this doesn’t mean human workers will be entirely replaced by robots. Rather, they say, it means at least some of the humans’ tasks could be automated.

    “While this report concludes that the future may not be as dystopian as the most dire voices claim, plenty of people and places will be affected by automation, and much will need to be done to mitigate the coming disruptions,” the authors write.

    Overall, DFW ranks 29th among the country’s 100 biggest metro areas for potential disruption by automation. Across the country, jobs that could encounter the most interference from automation include food preparation worker, payroll clerk, and commuter network support specialist, according to the report.

    “Machines substitute for tasks, not jobs. A job is a collection of tasks,” the report says. “Some of those tasks are best done by humans, others by machines. Even under the most aggressive scenarios of technological advancement, it is unlikely that machines will be able to substitute for all tasks in any one occupation.”

    Elsewhere in Texas:

    • Houston ranks 31st among the country’s 100 biggest metros, with 46.3 percent of work tasks susceptible to automation.
    • San Antonio ranks 41st among the country’s 100 biggest metros, with 46 percent of work tasks susceptible to automation.
    • Austin ranks 78th among the country’s 100 biggest metros, with 44.3 percent of work tasks susceptible to automation.

    According to CityLab, the Brookings report shows places where energy jobs are prevalent, such as Houston, will get through the automation period “relatively unscathed,” as will college towns and state capitals like Austin.

    Authors of the report maintain that automation complements human labor.

    “Generally, whatever workplace activity isn’t taken over by automation is complemented by it — making each remaining human task more valuable. This makes labor more valuable, and the increased productivity generally … translates into higher wages,” the report says.

    The report indicates that among the 100 largest U.S. metros, Toledo, Ohio, confronts the most potential automation in the workplace (49 percent share of job tasks), while Washington, D.C., faces the least potential automation (39.8 percent share of job tasks).

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    Innovation Station

    Texas maintains its place among 15 most innovative states in the U.S.

    John Egan
    Mar 20, 2026 | 12:45 pm
    Austin Texas State Capitol and Skyline Aerial Drone Image
    Getty Images
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    During a SXSW reception March 12 at the Governor’s Mansion in Austin, Gov. Greg Abbott hailed Texas as the No. 1 state for innovation. Personal finance website WalletHub sees it a little differently though.

    In a new study from WalletHub, the Most & Least Innovative States (2026), Texas is assigned the No. 13 ranking for innovation among the 50 states and the District of Columbia.

    D.C. comes out on top, followed by Massachusetts, California, Colorado, and Washington. Mississippi appears at the bottom of the list.

    Texas earns a total innovation score of 49.56, compared with 69.13 for top-ranked D.C. In two broad categories, Texas ranks 12th for human capital and 13th for innovation environment.

    To identify the top places for innovation, WalletHub evaluated the 50 states and D.C. by reviewing 25 key indicators of innovation friendliness. The indicators include:

    • Share of STEM professionals
    • Forecast for Share of STEM professionals
    • Forecast for STEM jobs
    • Eighth-grade math and science performance
    • Concentration of tech companies
    • R&D spending per capita
    • Share of science and engineering graduates age 25 and over
    • Average internet speed
    • Venture capital funding per capita

    “The most innovative states are especially attractive to people who have majored in science, technology, engineering, and math, or STEM, as they offer abundant career opportunities and investment dollars, both for jobs at existing companies and for startups,” WalletHub analyst Chip Lupo said in the report.

    “These states also instill young students with the skills they need to succeed in the current workforce, skills which are useful whether or not they pursue a STEM career,” he added.

    Texas held steady in the 2026 report, receiving the same ranking as in 2025 (at No. 13), but improving its overall score slightly, up from 48.96. In 2024, Texas was ranked No. 14 in the U.S., marking its first appearance within the top 15 most innovative states. In recent years, Texas has consistently moved up the ladder among most innovative states.

    Texas zeroes in on semiconductor industry
    On the innovation front, Abbott and other state leaders have focused intently on growing the state’s semiconductor industry, which generates roughly $30 to $60 billion in economic activity per year. Texas ranks among the top states for semiconductor manufacturing, with major operations in North Texas and Central Texas.

    To bolster the industry, Abbott signed the Texas CHIPS Act into law in 2023. The law established the Texas Semiconductor Innovation Fund, which issues grants for semiconductor research, design and manufacturing, and the Texas Semiconductor Innovation Consortium, which advises the governor and state legislators on matters related to the semiconductor sector.

    ---

    This article originally appeared on our sister site, InnovationMap.com.

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