3 Houston innovators to know this week

Who's who

This week's Houston innovators to know includes Juliana Garaizar of Greentown Labs, Derek Armstrong of Armstrong Innovations, and Megan Siliainoff of Med Meg Creative Services. Courtesy photos

It's a new month and Houston's innovation ecosystem is continuing to grow amid the coronavirus pandemic. This week's Houston innovators to know roundup reflects that growth with a new-to-town incubator's newly names leader — plus an entrepreneur creating an virtual reality app to escape and a communications expert's advice on navigating COVID-19.

Juliana Garaizar, launch director of Greentown Houston

Juliana Garaizar is working to help set up Houston's Greentown Labs incubator with diversity and inclusion in mind. Courtesy photo

Juliana Garaizar has had to keep a huge secret for a while. The launch director of new-to-Houston Greentown Labs has known about the cleantech incubator's plan to expand to the Bayou City for a while, and now the news is out. Of course, launching amid a pandemic isn't ideal, but Garaizar says its allowed a strong relationship with the original group based in Boston to form.

"I think the silver lining of this COVID-19 experience is that we are much more integrated with the Boston team, and we're learning at a much faster rate," she says. "That's why we decided to also open Houston for virtual memberships before we open our building in Q1 of 2021."

Garaizar joined the Houston Innovators Podcast last week to share her experience with the organization and how she'll be setting up Houston operations with diversity and inclusion in mind. Read more and stream the episode.

Derek Armstrong, CEO and founder of Armstrong Innovations

Derek Armstrong, a Houston native, founded his design company, Armstrong Innovations. Photo courtesy of Oculus Go

Derek Armstrong had been working on a new virtual reality app for relaxation and meditation that users can enter into for an opportunity to escape reality for a bit — little did he know that was something more people than ever would want to do.

His company, a Houston-area industrial design startup, Armstrong Innovations, just launched two Oculus Go app games, aptly named 'Escape'. The VR app was designed with relaxation and meditation in mind but has doubled as a new way to relax and sightsee without leaving your home during the COVID-19 pandemic.

"The sights and sounds of our new app assist with mindfulness and meditation," says CEO and founder Derek Armstrong. "It's about focusing on the sights and sounds, especially with the virus growing. It's a quick getaway without having to physically go anywhere." Read more.

Megan Silianoff, founder and creative director of Mad Meg Creative Services

Megan Silianoff has been helping clients navigate communications during a pandemic. Courtesy photo

The worst part of contracting COVID-19 — aside from suffering from the disease itself — is diligently communicating the risk of exposure to people you've been around especially to coworkers, employees, clients, etc. In a guest article for InnovationMap, Megan Silianoff of Mad Meg Creative Services, sets the scene for you to be prepared should you find yourself in this situation,

"We understand as communication experts, informing a client, boss, or anyone that you've potentially exposed them is scary messaging to share," she writes. "Guilt is the number one emotion people report experiencing when they realize they've potentially exposed someone or a group of people, even though the respective exposure was inadvertent. Nevertheless it's crucial to communicate the exposure quickly and effectively as that's how Houston can hinder the spread of this disease through our city." Read more.

It's important to craft an informative and considerate message when sharing news of a COVID-19 exposure. Getty Images

4 COVID-19 messaging tips from Houston communications expert

guest column

Houston is undoubtedly hitting critical mass with COVID-19. The common sentiment has transitioned from "knowing someone who knows someone that has COVID-19" to more frequent first-hand, anecdotal experiences. When a potential exposure happens in the workplace it's vital that employees and companies alike quickly, professionally, and responsibly inform any parties that could have been indirectly exposed including vendors, clients, or meeting participants of any kind.

We understand as communication experts, informing a client, boss, or anyone that you've potentially exposed them is scary messaging to share. Guilt is the number one emotion people report experiencing when they realize they've potentially exposed someone or a group of people, even though the respective exposure was inadvertent. Nevertheless it's crucial to communicate the exposure quickly and effectively as that's how Houston can hinder the spread of this disease through our city.

So, how have we been counseling our clients as these potential exposures arise? Here are some notes and even an email template that Houstonians can use to help get them started.

Respond quickly

This is not a time to wait for certainty. Do not wait for tangible test results or any type of certitude (such as you experiencing symptoms first-hand) before notifying a person or company that you've potentially exposed them. Remember: you aren't telling someone you gave them COVID-19, you are simply telling them that you have been exposed and therefore inadvertently exposed them.

Be honest and forthcoming with information

This is not a time to offload or dwell on your feelings of guilt, albeit that's a natural emotion. A simple apology for the situation you collectively find yourself is appropriate but a deep into your own feelings and context for the situation is neither necessary nor helpful. Remember, during times of crisis, people don't remember what you said, but that you said something at all when it would have been easier not to and that you're someone of high morals and character.

Be detailed, but not too detailed

Again, you want to share concrete information versus your own personal emotions and feelings surrounding the incident. Pertinent information includes the following;

  • When and where you were exposed
  • When and where you exposed others
  • If you're currently experiencing any COVID-19 symptoms
  • Pertinent test results (if any) in regards to how you were exposed

Work from a template

Salutation:


It has come to my attention on date that I was exposed to COVID-19 through home, work, office, etc.

Because of this, it's a possibility that I unknowingly exposed you at date and place of interaction.

Though I am not currently not experiencing any symptoms and feel healthy, I wanted to let you know about this and err on the side of caution.*OR*I currently am experiencing symptoms of Covid-19 including X,Y, Z. I plan to get tested and can let you know the results when I receive them.

I apologize for this situation and am here to answer any further questions that might help you determine how to proceed accordingly.

Sincerely,
Name

------

Megan Silianoff is the founder and creative director of Mad Meg Creative Services, a Houston-based firm specializing in public relations, social media management, web design, and branding.

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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.

SpaceX to get more than 700 acres of Texas wildlife refuge in land swap

Space News

A federal judge on Monday, September 21, refused to block the Trump administration from giving SpaceX more than 700 acres of wildlife refuge as part of a land swap in Texas, while environmental groups vowed to continue their legal challenge.

U.S. District Judge Fernando Rodriguez Jr. declined the plaintiffs' request for a preliminary injunction to prevent the parcel exchange, saying they failed to prove it would worsen ecological risks to a Gulf Coast region already transformed by billionaire Elon Musk’s rocket operations.

In June, the U.S. Fish and Wildlife Service approved moving forward with the deal with SpaceX, which would surrender 683 acres the company owns in exchange for the federal land in the Lower Rio Grande Valley National Wildlife Refuge. The 103,000-acre refuge spans four counties along the Texas border and is home to animal habitats and historical landmarks.

Maps show the land SpaceX would acquire would be closer to the company's launchpad near the U.S.-Mexico border.

The swap amounts to a gift of public lands to SpaceX, “clearing the way for bulldozers to tear into this wildlife refuge as soon as next week and turn a public treasure into a private payday,” said Laiken Jordahl, a spokesperson with the Center for Biological Diversity, which filed the lawsuit alongside other opponents including tribal groups. Jordahl said Monday that the litigation will continue even as the exchange goes forward.

“This court order is not the final word. These lands hold incredible spiritual, historical and conservation value for the people and wildlife of South Texas. We won’t stop fighting to keep this irreplaceable public wildlife refuge safe from SpaceX bulldozers,” Jordahl said in a statement.

The lawsuit asks the federal court to halt the exchange, which has worried SpaceX opponents in the area who have long criticized the company's expanding footprint over lost access to beaches and concerns over exploding rockets.

The Fish and Wildlife Service didn’t respond to a request for comment on Monday’s decision. Previously, a spokesperson had said the agency does not comment on ongoing litigation.

The agency issued a final environmental assessment report in June that determined the exchange would cause no significant impact to the area. The report said the federal government believed the acquisition would represent a “net conservation benefit” and provide “substantial long-term conservation value and improving landscape-scale habitat connectivity across refuges in South Texas.”

The judge said that the plaintiffs offered “relatively weak” evidence of environmental harm.

“While they rightfully argue that the preservation of wildlife and historical lands furthers the public interest, they present no evidence demonstrating that the Property will suffer aesthetic, environmental, cultural, or historical degradation during the pendency of this lawsuit,” Rodriguez wrote in his ruling.

In addition, the judge said a preliminary injunction would result in modifications to SpaceX’s development plans, “placing additional hardship on the company’s ability to meet milestones and contractual obligations.”

SpaceX did not return an email seeking comment on the judge's ruling.

The space exploration company first broke ground in Texas more than a decade ago and has expanded rapidly, so much that SpaceX employees last year voted to incorporate their own local government called Starbase.

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