Mayor Sylvester Turner and other local leaders joined the stage for the Ten Across summit in Houston this week. Photo by Natalie Harms/InnovationMap

Houston has an integral role to play in the energy transition, and that role was thoroughly discussed at a recent conference taking place in the Bayou City.

This week, Houston hosted the 10X Summit: The Future Is Here, an event by Ten Across — an organization that focuses on social, economic, and climate change issues across the region around Interstate 10 from Los Angeles to Jacksonville. The three-day conference featured guest speakers who spoke to resiliency, water, the future of energy, and more.

Among these speakers included a handful of Houston researchers, political figures, and innovators — and much of their conversations overlapped related topics and themes, from Hurricane Harvey's legacy and impact on the business community to the role the city will play in the energy transition.

When it comes to the energy transition, here are the key messages Houston leaders shared with 10X attendees.

The energy transition can't happen without Houston

The topic of the energy transition came up right out of the gate for the summit. At the welcome reception on Tuesday, Bobby Tudor, CEO of Artemis Energy Partners and founder and former CEO of Tudor, Pickering, Holt & Co., spoke to the evolution of the industry and how Houston is a major factor in the energy transition's success.

“I don’t think (the energy transition) is going to happen without (Houston)," Tudor says at the fireside chat with Wellington Reiter, executive director of Ten Across. "There's a notion that the transition is inevitable. It’s inevitable — only if our technology continues to advance and improve, only if new assets get deployed, only if capital supports it, and only if the people who know and understand the energy systems are leaning in to make it happen.”

For Tudor, who served as chair of the Greater Houston Partnership in 2020 and made it his mission to communicate the importance of industry evolution during his tenure, Houston businesses motivated by opportunities in business should be looking at the energy transition.

“We’re very good in Houston that, when we see a dollar bill lying on the ground, we bend over and pick it up. Right now, there’s fantastic opportunity in the energy transition space," he says. "We have both a responsibility and an opportunity to be the leaders in the global energy transition.”

Mayor Sylvester Turner in his chat with Reiter on Thursday addressed how some might think that Houston — a headquarters for some of the biggest oil and gas giants — might not be the right city to lead a cleaner energy system, but Turner argued that's exactly why it has to happen here.

“We are the energy capital of the world," he says. "The reality is we have some of the largest greenhouse gas emitters principally located right here in Houston. To the extent of leading an energy transition, the impact is not just locally. The impact is globally.”

Barbara Burger, former president of Chevron Technology Ventures and an energy tech startup adviser, explained how integral the relationship between the energy industry and Houston is.

“As the energy system evolves, so does Houston," she says. “I think it’s our opportunity to lose."

The role of corporate incumbents 

Burger's discussion, which took place on Wednesday, spoke to the role of incumbents — corporations that have been operating in the energy industry for decades — in the transition. She explained how the process can't move forward without these parties.

“The incumbents need to be a part of the energy transition. There are parts of our society that don’t want them to be, and I find that unfortunate," she says. "For one, we’re not going to decarbonize the energy system unless they are a part of it. Two, there are a lot of skills and capabilities and assets in the incumbents to do that.

"What I don’t think the incumbents will do is they won’t lead it," she continues. "Many will be leaders in the new energy system, but they won’t be the ones first up the hill.”

Burger compares the energy and the automotive industries. Tesla acted as a disruptor to major auto companies, and then they followed suit. The disruptors and catalysts the energy industry will be a combination of startups, investors, governments, universities, and employee bases.

“We’re not going to throw away the current energy system," she says. "We’re going to evolve it and repurpose it.”

Houston has the ingredients

Tudor addressed the existing infrastructure — from physical pipes to expertise and workforce — that Houston has, which makes for an ideal location for innovation and progress in the transition.

“For a lot of reasons, it’s very clear that unless Houston leans in, we’re not going to find the solutions we need to transition our energy systems to much lower CO2 emissions," he says.

The GHP established the Houston Energy Transition Initiative in 2021 to concentrate Houston efforts within the future of energy. Tudor says this initiative is focused on what can be done now in town — attracting clean energy startups, developing a hydrogen hub, building facilities for green hydrogen production — to lead to a better future.

“We want to look up 20 years from now and find Houston is still — if not more than ever — the energy capital of the world," he says. "We believe that energy systems globally in 20 years will look quite different from how they look today. And that means Houston will look very different from how it looks today."

Burger emphasized some of the challenges — as well as opportunities — the city has considering its long history within the sector.

“Houston has benefitted from a vibrant, strong U.S. energy industry,” she says. “Keeping strong companies and keeping Houston attractive for the energy business is critical.”

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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.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.