A handful of Houston startups will be bouncing back and forth to Austin for the second annual MassChallenge Texas accelerator. Photo via Getty Images

Meta has agreed to a $1.4 billion settlement with Texas in a privacy lawsuit over allegations that the tech giant used biometric data of users without their permission, officials said Tuesday.

Texas Attorney General Ken Paxton said the settlement is the largest secured by a single state. In 2021, a judge approved a $650 million settlement with the company, formerly known as Facebook, over similar allegations of users in Illinois.

“This historic settlement demonstrates our commitment to standing up to the world’s biggest technology companies and holding them accountable for breaking the law and violating Texans’ privacy rights,” Paxton, a Republican, said in a statement.

Meta said in a statement: “We are pleased to resolve this matter, and look forward to exploring future opportunities to deepen our business investments in Texas, including potentially developing data centers.”

Filed in 2022, the Texas lawsuit said that Meta was in violation of a state law that prohibits capturing or selling a resident's biometric information, such as their face or fingerprint, without their consent.

“This is by far the biggest state governmental privacy settlement in history,” Chicago-based class action attorney Jay Edelson said in an email. Edelson's firm filed the lawsuit that settled for $650 million with Meta. The only other larger claim is the Federal Trade Commission's $5 billion settlement with the company in 2019.

To date, Meta has now paid over $2 billion in settlements for biometric privacy claims, according to Edelson. “That is a huge signal to other companies that they should be extremely careful if they want to trade in individuals' biometric information,” he said.

The company announced in 2021 that it was shutting down its face-recognition system and delete the faceprints of more than 1 billion people amid growing concerns about the technology and its misuse by governments, police and others.

At the time, more than a third of Facebook’s daily active users had opted in to have their faces recognized by the social network’s system. Facebook introduced facial recognition more than a decade earlier but gradually made it easier to opt out of the feature as it faced scrutiny from courts and regulators.

Facebook in 2019 stopped automatically recognizing people in photos and suggesting people “tag” them, and instead of making that the default, asked users to choose if they wanted to use its facial recognition feature.

Texas filed a similar lawsuit against Google in 2022. Paxton’s lawsuit says the search giant collected millions of biometric identifiers, including voiceprints and records of face geometry, through its products and services like Google Photos, Google Assistant, and Nest Hub Max. That lawsuit is still pending.

The $1.4 billion is unlikely to make a dent in Meta’s business. The Menlo Park, California-based tech made a profit of $12.37 billion in the first three months of this year, Its revenue was $36.46 billion, an increase of 27% from a year earlier. Meta is scheduled to report its second-quarter earnings results on Wednesday.

Meta’s stock slipped $4.06 to $461.65 Tuesday, a decline of less than 1%.

Hobby Airport was one of five airports selected nationally to use a new facial recognition software. Image via fly2houston.com

Houston airport first in Texas to be selected for facial recognition program

just face it

International travelers coming in and out of Hobby Airport are being processed now completely with facial recognition as of last week. The technology is expected to shorten wait times and streamline safety.

"Hobby Airport has taken a big leap into the future of travel," Houston Aviation Director Mario Diaz says in a news release.

Houston was one of the five airports picked by Homeland Security — and the only in Texas — to have Simplified Arrivals, a full biometric entry and exit for international passengers going through United States Customs and Border Protection inspection checkpoints.

"Simplified Arrivals will enhance the travel experience for more than a million international passengers traveling through Hobby Airport every year," Diaz continues in the release. "This is an important step to realize our goal of becoming a 5-star airport."

Houston Airport Systems first introduced biometric technology with Southwest Airlines in November 2018, and before that, George Bush Intercontinental Airport first started using facial recognition technology in 2017. Since 2018, this biometric facial technology has recognized 250 imposters nationally who attempted to enter the U.S. with legal travel documents that belonged to a different person, according to the release.

The new technology is expected to speed up the checkpoint process. Image via fly2houston.com

Travelers will encounter the technology at their primary inspection point. They will taker a photo, which will then compare that image to previously provided photos of that traveler — like passport and visa photos. Travelers under the age of 14 or over the age of 79 can opt out and be process manually. United States and Canadian citizens may also opt out.

"CBP is committed to working with our partners to ensure that the travel system is secure and efficient," Houston Director of Field Operations Judson W. Murdock II says in the release. "The speed, accuracy and reliability of facial comparison technology enable CBP officers to confirm a traveler's identity within seconds while further enhancing the customer experience."

These new photos of U.S. citizens taken at the checkpoint will be deleted within 12 hours, while photos of foreign nationals will be stored in a secure system.

"It takes a village to make something like this happen," says Saba Abashawl, director of external affairs at HAS, in a promotional video. "At the end of the day, we end up providing unparalleled customer service."

Zenus Biometrics uses its facial recognition software to provide seamless check in at events around the world. Courtesy of Zenus Biometrics

Growing Houston tech company using facial recognition for event security

Face first

Long, inefficient check-in lines at events or conferences could be a thing of the past with the technology from a Houston company.

Zenus Biometrics, is changing the game of event registration and security through facial recognition.

"Over the last 12 months, we've done more than 50 events all over the world," says co-founder Panos Moutafis. "And for the most part, what we're hearing from these planners is that this is a very new technology and they want to be at the forefront of it."

The software system overlays on already-existing ticketing and registration platforms for event hosting companies. During the registration process, attendees are prompted to either take a selfie or upload an existing headshot. Those who are leery of the process or simply don't want to participate can easily opt out.

Zenus' programming can take a group photo, select all the faces in it and prompt the attendee to select himself. It will also advise whether an image is too blurry for use and suggest uploading another image instead. Once participants arrive at the conference, they approach a camera at check-in. The software recognizes their faces and pops up a menu that asks them to confirm their identity. The process takes seconds.

"This really allows for controlled access," said Moutafis. "Some people might look to game the system – they might register for themselves and then hand off their conference badge to someone who didn't pay to attend. Zenus allows companies to have more security over attendees."

He said the system can also work to limit access. If a company wants to set up a VIP or secure space, they can upload images of those they wish to allow beyond a certain point into Zenus' platform and anyone who doesn't match the facial recognition will be turned away.

The pioneering company operates from a headquarters in Houston's EaDo, and has clients around the globe. Back in November, it took home the prestigious Tech Award at IBTM World in Barcelona, one of the world's leading conferences for the meetings and event industries.

Moutafis said that in addition to being a leading-edge service provider, Zenus balances privacy with innovation. The company doesn't record the emails, contact information or credit cards for conference attendees using the facial recognition platform — only the uploaded images. And those are deleted days after the conference ends. The opt-in feature means that anyone who might feel skittish about the technology doesn't need to use it, and traditional check-in methods will be available onsite for them.

Over the next year, Zenus is perfecting and rolling out a new high-resolution camera that can be mounted in event rooms that will count the faces of those in the meeting or seminar. It's designed to provide a layer of analytics for event planners, capturing how many people attended the session. It can also record their expressions and provide data that can be used to determined how well the session was liked by the audience.

"We just added two more people to our team, so we have a staff of about seven now," he said. "We also work with a team of consultants. Here in Houston, our headquarters has a vibrant, cool feel to it. We're growing and it's exciting."

Born in Greece, Moutafis came to Houston in 2011 to work on his Ph.D. in computer science at the University of Houston. Armed with a B.A. in statistics, he was seeking a way to combine his analytical background with developing algorithms in artificial intelligence. It turned out that the lab he was attached to at UH was focused on facial recognition software.

"That was a different kind of problem to me, and I like a challenge," he says. "And I was attracted to the idea of using facial recognition as a security measure. No matter where you go, whether it's the bank or using a credit card for a purchase in some places, you have to verify your ID. Facial recognition is one of the most frictionless ways to do this."

In 2015, his last year of doctoral studies, he received an National Science Foundation grant that gave him funding to build a team and research what would become Zenus. He also received mentorship and advising about whether he had a viable idea and how to bring it to the marketplace. The following year, he massaged his concept, changed its logo and name, and Zenus was born.

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Autonomous truck company with Houston routes goes public

on a roll

Kodiak Robotics, a provider of AI-powered autonomous vehicle technology, has gone public through a SPAC merger and has rebranded as Kodiak AI. The company operates trucking routes to and from Houston, which has served as a launchpad for the business.

Privately held Kodiak, founded in 2018, merged with a special purpose acquisition company — publicly held Ares Acquisition Corp. II — to form Kodiak AI, whose stock now trades on the Nasdaq market.

In September, Mountain View, California-based Kodiak and New York City-based Ares disclosed a $145 million PIPE (private investment in public equity) investment from institutional investors to support the business combo. Since announcing the SPAC deal, more than $220 million has been raised for the new Kodiak.

“We believe these additional investments underscore our investors’ confidence in the value proposition of Kodiak’s safe and commercially deployed autonomous technology,” Don Burnette, founder and CEO of Kodiak, said in a news release.

“We look forward to leading the advancement of the commercial trucking and public sector industries,” he added, “and delivering on the exciting value creation opportunities ahead to the benefit of customers and shareholders.”

Last December, Kodiak debuted a facility near George Bush Intercontinental/Houston Airport for loading and loading driverless trucks. Transportation and logistics company Ryder operates the “truckport” for Ryder.

The facility serves freight routes to and from Houston, Dallas and Oklahoma City. Kodiak’s trucks currently operate with or without drivers. Kodiak’s inaugural route launched in 2024 between Houston and Dallas.

One of the companies using Kodiak’s technology is Austin-based Atlas Energy Solutions, which owns and operates four driverless trucks equipped with Kodiak’s driver-as-a-service technology. The trucks pick up fracking sand from Atlas’ Dune Express, a 42-mile conveyor system that carries sand from Atlas’ mine to sites near customers’ oil wells in the Permian Basin.

Altogether, Atlas has ordered 100 trucks that will run on Kodiak’s autonomous technology in an effort to automate Atlas’ supply chain.

Rice University scientists invent new algorithm to fight Alzheimer's

A Seismic Breakthrough

A new breakthrough from researchers at Rice University could unlock the genetic components that determine several human diseases such as Parkinson's and Alzheimer's.

Alzheimer's disease affected 57 million people worldwide in 2021, and cases in the United States are expected to double in the next couple of decades. Despite its prevalence and widespread attention of the condition, the full mechanisms are still poorly understood. One hurdle has been identifying which brain cells are linked to the disease.

For years, it was thought that the cells most linked with Alzheimer's pathology via DNA evidence were microglia, infection-fighting cells in the brain. However, this did not match with actual studies of Alzheimer's patients' brains. It's the memory-making cells in the human brain that are implicated in the pathology.

To prove this link, researchers at Rice, alongside Boston University, developed a computational algorithm called “Single-cell Expression Integration System for Mapping Genetically Implicated Cell Types," or SEISMIC. It allows researchers to zero in on specific neurons linked to Alzheimer's, the first of its kind. Qiliang Lai, a Rice doctoral student and the lead author of a paper on the discovery published in Nature Communications, believes that this is an important step in the fight against Alzheimer's.

“As we age, some brain cells naturally slow down, but in dementia — a memory-loss disease — specific brain cells actually die and can’t be replaced,” said Lai. “The fact that it is memory-making brain cells dying and not infection-fighting brain cells raises this confusing puzzle where DNA evidence and brain evidence don’t match up.”

Studying Alzheimer's has been hampered by the limitations of computational analysis. Genome-wide association studies (GWAS) and single-cell RNA sequencing (scRNA-seq) map small differences in the DNA of Alzheimer's patients. The genetic signal in these studies would often over-emphasize the presence of infection fighting cells, essentially making the activity of those cells too "loud" statistically to identify other factors. Combined with greater specificity in brain regional activity, SEISMIC reduces the data chatter to grant a clearer picture of the genetic component of Alzheimer's.

“We built our SEISMIC algorithm to analyze genetic information and match it precisely to specific types of brain cells,” Lai said. “This enables us to create a more detailed picture of which cell types are affected by which genetic programs.”

Though the algorithm is not in and of itself likely to lead to a cure or treatment for Alzheimer's any time soon, the researchers say that SEISMIC is already performing significantly better than existing tools at identifying important disease-relevant cellular signals more clearly.

“We think this work could help reconcile some contradicting patterns in the data pertaining to Alzheimer’s research,” said Vicky Yao, assistant professor of computer science and a member of the Ken Kennedy Institute at Rice. “Beyond that, the method will likely be broadly valuable to help us better understand which cell types are relevant in different complex diseases.”

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This article originally appeared on CultureMap.com.

5 incubators and accelerators fueling the growth of Houston startups

meet the finalists

Houston is home to numerous accelerators and incubators that support founders in pushing their innovative startups and technologies forward.

As part of our 2025 Houston Innovation Awards, the new Incubator/Accelerator of the Year category honors a local incubator or accelerator that is championing and fueling the growth of Houston startups.

Five incubators and accelerators have been named finalists for the 2025 award. They support startups ranging from hard-tech companies to digital health startups.

Read more about these organizations below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled.

Get your tickets now on sale for this exclusive event celebrating Houston Innovation.

Activate

Hard tech incubator Activate supports scientists in "the outset of their entrepreneurial journey." The Houston hub was introduced last year, and joins others in Boston, New York, and Berkley, California—where Activate is headquartered. It named its second Houston cohort this summer.

This year, the incubator grew to include its largest number of concurrent supported fellows, with 88 companies currently being supported nationally. In total, Activate has supported 296 fellows who have created 236 companies. Those companies have raised over $4 billion in follow-on funding, according to Activate. In Houston, it has supported several Innovation Awards finalists, including Solidec, Bairitone Health and Deep Anchor Solutions. It is led locally by Houston Managing Director Jeremy Pitts.

EnergyTech Nexus

Cleantech startup hub EnergyTech Nexus' mission is to accelerate the energy transition by connecting founders, investors and industrial stakeholders and helping to develop transformative companies, known as "thunderlizards."

The hub was founded in 2023 by CEO Jason Ethier, Juliana Garaizar and Nada Ahmed. It has supported startups including Capwell Services, Resollant, Syzygy Plasmonics, Hertha Metals, EarthEn Energy and Solidec—many of which are current or past Innovation Awards finalists. This year Energy Tech Nexus launched its COPILOT Accelerator, powered by Wells Fargo Innovation Incubator (IN²) at the National Renewable Energy Laboratory (NREL). COPILOT partners with Browning the Green Space, a nonprofit that promotes diversity, equity and inclusion (DEI) in the clean energy and climatech sectors. Energy Tech Nexus also launched its Liftoff fundraising program, its Investor Program, and a "strategic ecosystem partnership" with Greentown Labs.

Greentown Labs

Climatetech incubator Greentown Labs offers its community resources and a network to climate and energy innovation startups looking to grow. The collaborative community offers members state-of-the-art prototyping labs, business resources and access to investors and corporate partners. The co-located incubator was first launched in Boston in 2011 before opening in Houston in 2021.

Greentown has seen major changes and activity this year. In February, Greentown announced Georgina Campbell Flatter as its new CEO, along with a new Board of Directors. In July, it announced Lawson Gow as its Head of Houston, a "dedicated role to champion the success of Greentown Houston’s startups and lead Greentown’s next chapter of impact in the region," according to Greentown. It has since announced numerous new partnerships, including those with Energy Tech Nexus, Los Angeles-based software development firm Nominal, to launch the new Industrial Center of Excellence; and Houston-based Shoreless, to launch an AI lab onsite. Greentown Houston has supported 175 startups since its launch in 2021, with 45 joining in the last two years. Those startups include the likes of Hertha Metals, RepAir Carbon, Solidec, Eclipse Energy (formerly GoldH2) and many others.

Healthtech Accelerator (TMCi)

The Healthtech Accelerator, formerly TMCx, focuses on clinical partnerships to improve healthcare delivery and outcomes. Emerging digital health and medical device startups that join the accelerator are connected with a network of TMC hospitals and seasoned advisors that will prepare them for clinical validation, funding and deployment.

The Healthtech Accelerator is part of Texas Medical Center Innovation, which also offers the TMCi Accelerator for Cancer Therapeutics. The Healthtech Accelerator named its 19th, and latest, cohort of 11 companies last month.

Impact Hub Houston

Impact Hub Houston supports early-stage ventures at various stages of development through innovative programs that address pressing societal issues. The nonprofit organization supports social impact startups through mentorship, connections and training opportunities.

There are more than 110 Impact Hubs globally with 24,000-plus members spanning 69 countries, making it one of the world’s largest communities for accelerating entrepreneurial solutions toward the United Nations' Sustainable Development Goals (SDGs).

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The Houston Innovation Awards program is sponsored by Houston City College Northwest, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.