Gensler is using a new software program to help optimize social distancing in the workplace for Houston companies returning to the office. Photo courtesy of Gensler

The COVID-19 pandemic has displaced many Houstonians from their office jobs to makeshift work-from-home setups. With coronavirus cases climbing in Houston, the obstacle of returning to work safely is undoubtedly on the minds of business owners across the city.

Thankfully, there's an algorithm for that. Gensler, a global architecture firm, has unveiled its ReRun program as a pandemic response tool to help offices create workspace layouts for safe social distancing.

ReRun allows Gensler to upload a floorplan into the program, which applies generative algorithms to determine safe separation between workplaces by creating circles ranging from six to eight-foot diameters. The tool can quickly generate scenarios and identify the most optimized capacity to meet social distancing demands, easing the role of operations and human resources.

"It's really just a tip of the spear in terms of occupancy planning, because once you know that information, then the next question is what do I do with that?" says Dean Strombom, strategy lead and principal at Gensler's Houston office.

"ReRun is the first tool we utilize to help [clients] determine how many people might be able to come back and still achieve the social distancing side. Then we work with them on how they should come back, whether it's a percentage of employees, staggered shift work or alternating days," Strombom says. Circulation patterns are also taken into account by the Gensler team, who analyze the traffic of hallways, meeting spaces and lounge areas.

Dean Strombom is the strategy lead and principal at Gensler's Houston office. Photo courtesy of Gensler

The international firm, with 50 offices around the world, has rolled out the ReRun tool to its database of clientele. The platform is also available to businesses outside of the firm's existing portfolio, who can use the tool by providing a simple CAD design of their workplace. ReRun is applied through the company's SaaS space management software, Wisp. Using occupancy planning, Wisp provides clients with color-coded floor plans to help visualize and communicate to their teams which seats are available or assigned for occupancy as employees phase back into the office.

The response has been positive among clientele. Strombom is currently applying Gensler's social distancing tool with a large financial services company with locations throughout the Houston area.

"We are loading the information from ReRun into the Wisp program, and then we'll be helping them determine how they will return to work, and specifically where people will sit," he shares. The company plans to come back with 20 percent of the workforce, increasing overtime with the help of Gensler's team. "Who comes back when and specifically where is what they're most excited about."

The company has determined four work modes employees exhibit: focus, collaboration, socialization, and learning. By categorizing the work modes, Gensler is looking ahead at how interior architecture can accommodate these phases.

"More recently, we've been talking about a need for regenerative spaces so that people can become more engaged in the workplace," says Strombom.

As described in a Gensler blog, isolation rooms were optioned as a way to contain an employee who begins to feel symptomatic but these rooms can also serve a different purpose for employees acclimating to a new normal.

"The isolation room is what we often call a wellness room in an office where people can get away from the general tensions that they may be feeling in a workplace where they can relax and reinvigorate themselves in a quiet space," says Strombom.

As the architecture industry adjusts to a post-pandemic world, Gensler is working with developer clients and building owners to share the near-term and long-term changes the company foresees. Strombom says clients have flexibility as a priority.

ReRun allows Gensler to upload a floorplan into the program, which applies generative algorithms to determine safe separation between workplaces by creating circles ranging from six to eight-foot diameters. Graphic courtesy of Gensler

"We have to think about the entire path or the entire entry sequence in office buildings that is true for residential as well. From the moment that you pull into the garage, what are all of those points along the way where you've got to be concerned about contact and cleanliness?" Strombom shares.

Strombom foresees new building systems coming to the forefront, for example air conditioners with a focus on keeping clean air circulation within the office building. He also predicts a need for flexible spaces that can change depending on the circumstances.

"You hear a lot about temperature readings and separations of people within building lobbies during pandemics. We need systems in place that you can rapidly deploy when something like this happens, but the majority of the time it can revert to a more normal circumstance," he says.

Tight spaces also require a new way of thinking.

"We've realized that the elevator cab is really one of the pinch points in office buildings if you're trying to maintain this social distancing," Strombom shares. "There's technology [out there] that can identify how many people are going to be entering a cab and restrict that occupancy. So that is something that's going to need to be done for the near term."

In a Gensler survey of its Houston office, 72 percent of respondents expect a maintained or increased level of virtual collaboration compared to these pre-COVID levels.

"As people have been semi-forced to work at home, they've realized that not only is it possible, but for some people it's the preferred way to work," says Strombom, who predicts virtual meetings will continue on.

While platforms like Zoom and Skype make meetings tenable, company employees are still anticipating a future in the office.

"Those of us that are now working from home, if you ask people the majority of respondents to the question of what they miss most, it's really the people," Strombom says.

From common space to desks and offices, ReRun can help enable social distancing in the workplace. Photo courtesy of Gensler

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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.