In the latest round up of Houston innovation news you may have missed, student startups selected for a summer program, Texas might be among the best states for nurses, and more. Photo by Scott Halleran/Getty Images

It's been a busy season for the Houston innovation ecosystem, and for this reason, local startup and tech news may have fallen through some of the cracks.

In this roundup of short stories within Houston innovation, a software startup is focusing on diversity and inclusion, an angel network has a new partner organization, a Houston innovator is playing a major role in ESG, and more.

GoCo hosts its first-ever DEI Hackathon

GoCo is hosting its first hackathon. Photo via Getty Images

GoCo.io, a Houston-based human resources software-as-a-service company, is hosting its first hackathon for diversity, equity, and inclusion begining today, May 6, and continuing through tomorrow, May 7.

GoCo's entire staff is going to work for over 36 hours to build solutions aimed at promoting diversity, equity, and inclusion for small businesses.

"Building technology to help HR make a difference in the workplace is what we're all about at GoCo," says Allie Collins, head of GoCo's DEI Task Force, in a news release. "HR professionals are being called upon to make profound and meaningful changes to combat racism and inequities. We're hosting this event because our whole team is passionate about creating apps and resources to facilitate that change."

The competitors will be on teams and will present their projects on Monday, May 10, for a panel of judges.

Rice Alliance backs diversity-focused angel investment network

Maria Maso, CEO of baMa, has announced Rice Alliance as a partner organization. Photo courtesy of Nijalon Dunn

The Rice Alliance for Technology and Entrepreneurship has become a baMa champion of diversity for angel network baMa, or the Business Angel Minority Association.

"Rice Alliance aims to foster an innovative and entrepreneurial culture that not only values differences, but also elevates them as sources of strength and innovation," says Rice Alliance's managing director, Brad Burke, in a news release.

According to the release, baMa will help to introduce Rice to more diverse businesses. The angel network has already tapped into Rice's ecosystem with the $50,000 investment prize baMa awarded during the Rice Business Plan Competition in March.

"Diversity and education go hand by hand so counting with the support of Rice Alliance is a huge step in order to accomplish baMa's goal: close the investment gap in minority-led startups," says baMa CEO, Maria Maso.

Topl named to ESG council

Kim Raath will serve on CNBC's ESG Council. Photo courtesy of Topl

Kim Raath, CEO of Houston-based blockchain company, Topl, has announced that she has been invited to join the CNBC's ESG Council. She was selected among execs from large corporations like companies such as The HEINEKEN Company, Nestlé, IHG Hotels & Resorts, Nissan Motor Corporation, Bain & Company, Credit Suisse, and more.

"As a young startup, this is one of our most exciting milestones. Sitting at the table with industry leaders is great momentum for both Topl's success and our larger ESG mission," Raath writes in Topl's newsletter. "Traceable transparency in supply chains is a game changer for global commerce, and now Topl can learn from and collaborate with multinational corporations. This opportunity will help position our purpose-built blockchain as a solution to solve some of the biggest and most critical problems our world faces, and as we strive to build a more sustainable future for all."

The council is a roundtable of 30 business leaders across industries focused on the challenges posed by sustainability — and the strategies needed to overcome them, according to Raath.

Is Texas a good state for nurses?

A new report ranks states based on their opportunities and friendly environment for nurses. Photo via Getty Images

The Lone Star State's nursing industry was put to the test for a new report from WalletHub, a personal financial website. The study compared all 50 states based on opportunity and competition and work environment. Texas ranked No. 12 overall.

Ranked solely on opportunity and competition — which included evaluating salary, schools, nurses per 1,000 residents, and more — Texas came in at No. 11.

The top states on the list were Arizona, Washington, and Nevada, respectively.

Rice University announces OwlSpark's ninth cohort

Meet the 10 student startups that are joining the OwlSpark family this summer. Photo courtesy of OwlSpark

Rice University's student startup accelerator has named 10 startup teams to its ninth cohort, which kicks off later this month. OwlSpark's 2021 cohort includes teams from across industries — hospitality, sports, oil and gas, consumer, staffing, automotive and more. According to a release from Rice, these are the companies selected:

  • Capybara - a networked platform that facilitates the company-to-company transfer of IT employees with similar skill sets (for example, software developers)
  • ChckMate – a data-driven platform designed to improve customer dining experiences, drive loyalty and increase revenue
  • GatherX Analytics – an AI software platform that predicts location and quantity of hydrocarbon liquid dropout for use by the upstream oil and gas industry
  • HARK – an easy-to-use app designed to significantly enhance the way in which neurodivergent or cognitively impaired individuals communicate real-time with caregivers and loved ones
  • Home Maintainer - a comprehensive solution for homeowners to manage and simplify home maintenance and efficiency
  • OneLab - a robust cloud-based repository designed for effective organization and easy access to a body of data on a specific area of research
  • Oversox– waterproof, durable, sock-like coverings designed to easily slip over the outside of a shoe for use by the serious hiker
  • rutd – an enterprise software and mobile application that provides immediate, actionable, suicide prevention resources to military veterans and family members
  • Tailer – a training platform and sales tool for electric vehicle dealerships and sales personnel
  • Yellow Saffron Labs – a risk analysis platform that gathers datasets from peer-reviewed scientific publications for use by organizations to observe industry trends or upcoming scientific disruptions or discoveries

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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.