AI and automation are coming for Texas jobs, according to ChatGPT. Image via Getty Images

ChatGPT seems to have its eyes set on at least 200,000 Texas jobs, according to a new study.

The report by UK-based affiliate marketing site NetVoucherCodes compiled data on nearly 200 U.S. job types and then asked ChatGPT for each job’s relative risk from AI, automation, and also the likelihood of AI increasing that job’s productivity.

The query found that 237,000 jobs in Texas have a high risk of being replaced by AI, and 1.07 million jobs are considered at a medium risk of being replaced by AI.

Similarly 1.8 million Texas jobs were considered at a high risk of being replaced by automation. More than 3 million jobs were considered at a medium risk of being replaced by automation.

In both the AI and automation queries, Texas had the second-most at risk jobs among the states. California had the most jobs at risk in both categories. New York fell behind Texas in the No. 3 spot for most jobs being at risk of being replaced by AI, and Florida had the third most jobs at risk of being replaced by automation.

Maine had the highest number of low-risk jobs, followed by Hawaii and Montana.

Texas jobs that were both at high risk and made up a large portion of Texas's workforce include fast food and counter workers, cashiers, customer service representatives, and stockers and order fillers.

“The data we’ve pulled together shows that a lot of lower income jobs are the ones that are at a higher risk of being replaced. When we break this down, we realize it’s because these jobs often involve a lot of the same repetitive tasks. This can be inputted into a computer and can be done automatically," John Strizaker from NetVoucherCodes said in a statement.

“The jobs that aren’t at risk are ones that really require human thinking and decision making, like nurses, doctors along with creative roles such as fashion designers and hairdressers," he continued.

At the same time, the study found that more than 1.4 million Texas jobs have a high likelihood of being able to use AI and automation to boost productivity. This was the second highest number of jobs in this category behind California.

“Although this might be a concern in the near future, there’s a lot of benefits to AI and automation," Strizaker said in the statement. "It will increase productivity, especially in creative fields and it will be able to take over repetitive tasks and free up workers for other things that require thinking.”

Some Houston companies are already using GPT, or generative pre-trained transformer, technology to their advantage. Femtech company ema pivoted to use the powerful tool to provide access to women's health information 24/7 to its users about 16 months ago.

And at the start of this year the University of Houston and Intel launched a new artificial intelligence program to help bridge the AI knowledge gap and fill hundreds of AI-related jobs that are open in the Houston area.

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Houston-based HPE wins $931M contract to upgrade military data centers

defense data centers

Hewlett Packard Enterprise (HPE), based in Spring, Texas, which provides AI, cloud, and networking products and services, has received a $931 million contract to modernize data centers run by the federal Defense Information Systems Agency.

HPE says it will supply distributed hybrid multicloud technology to the federal agency, which provides combat support for U.S. troops. The project will feature HPE’s Private Cloud Enterprise and GreenLake offerings. It will allow DISA to scale and accelerate communications, improve AI and data analytics, boost IT efficiencies, reduce costs and more, according to a news release from HPE.

The contract comes after the completion of HPE’s test of distributed hybrid multicloud technology at Defense Information Systems Agency (DISA) data centers in Mechanicsburg, Pennsylvania, and Ogden, Utah. This technology is aimed at managing DISA’s IT infrastructure and resources across public and private clouds through one hybrid multicloud platform, according to Data Center Dynamics.

Fidelma Russo, executive vice president and general manager of hybrid cloud at HPE, said in a news release that the project will enable DISA to “deliver innovative, future-ready managed services to the agencies it supports that are operating across the globe.”

The platform being developed for DISA “is designed to mirror the look and feel of a public cloud, replicating many of the key features” offered by cloud computing businesses such as Amazon Web Services (AWS), Microsoft Azure and Google Cloud Platform, according to The Register.

In the 1990s, DISA consolidated 194 data centers into 16. According to The Register, these are the U.S. military’s most sensitive data centers.

More recently, in 2024, the Fort Meade, Maryland-based agency laid out a five-year strategy to “simplify the network globally with large-scale adoption of command IT environments,” according to Data Center Dynamics.

Astros and Rockets launch new streaming service for Houston sports fans

Sports Talk

Houston sports fans now have a way to watch their favorite teams without a cable or satellite subscription. Launched December 3, the Space City Home Network’s SCHN+ service allows consumers to watch the Houston Astros and Houston Rockets via iOS, Apple TV, Android, Amazon Fire TV, or web browser.

A subscription to SCHN+ allows sports fans to watch all Astros and Rockets games, as well as behind-the-scenes features and other on-demand content. It’s priced at $19.99 per month or $199.99 annually (plus tax). People who watch Space City Network Network via their existing cable or satellite service will be able to access SCHN+ at no additional charge.

As the Houston Chronicle notes, the Astros and Rockets were the only MLB and NBA teams not to offer a direct-to-consumer streaming option.

“We’re thrilled to offer another great option to ensure fans have access to watch games, and the SCHN+ streaming app makes it easier than ever to cheer on the Rockets,” Rockets alternate governor Patrick Fertitta said in a statement.

“Providing fans with a convenient way to watch their favorite teams, along with our network’s award-winning programming, was an essential addition. This season feels special, and we’re committed to exploring new ways to elevate our broadcasts for Rockets fans to enjoy.”

Astros owner Jim Crane echoed Feritta’s comments, adding, “Providing fans options on how they view our games is important as we continue to grow the game – we want to make it accessible to as large an audience as possible. We are looking forward to the 2026 season and more Astros fans watching our players compete for another championship.”

SCHN+ is available to customers in Texas; Louisiana; Arkansas; Oklahoma; and the following counties in New Mexico: Dona Ana, Eddy, Lea, Chaves, Roosevelt, Curry, Quay, Union, and Debaca. Fans outside these areas will need to subscribe to the NBA and MLB out-of-market services.

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This article originally appeared on CultureMap.com.

Rice University researchers unveil new model that could sharpen MRI scans

MRI innovation

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 recently 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.” Previous models only approximated how water molecules relaxed around contrasting agents. However, through this new model, known as the NMR eigenmodes framework, the research team has uncovered the “full physical equations” to explain the process.

“The concept is similar to how a musical chord consists of many notes,” Thiago Pinheiro, the study’s first author, a Rice doctoral graduate in chemical and biomolecular engineering and postdoctoral researcher in the chemical sciences division at Oak Ridge National Laboratory, said in a news release. “Previous models only captured one or two notes, while ours picks up the full harmony.”

According to Rice, the findings could lead to the development and application of new contrast agents for clearer MRIs in medicine and materials science. Beyond MRIs, the NMR relaxation method could also be applied to other areas like battery design and subsurface fluid flow.

“In the present paper, we developed a comprehensive theory to interpret those previous molecular dynamics simulations and experimental findings,” Dilipkumar Asthagiri, a senior computational biomedical scientist in the National Center for Computational Sciences at Oak Ridge National Laboratory, said in the release. ”The theory, however, is general and can be used to understand NMR relaxation in liquids broadly.”

The team has also made its code available as open source to encourage its adoption and further development by the broader scientific community.

“By better modeling the physics of nuclear magnetic resonance relaxation in liquids, we gain a tool that doesn’t just predict but also explains the phenomenon,” Walter Chapman, a professor of chemical and biomolecular engineering at Rice, added in the release. “That is crucial when lives and technologies depend on accurate scientific understanding.”

The study was backed by The Ken Kennedy Institute, Rice Creative Ventures Fund, Robert A. Welch Foundation and Oak Ridge Leadership Computing Facility at Oak Ridge National Laboratory.