Musk says Tesla's robotaxis will roll out in Austin this month. Getty Images

Elon Musk says Tesla is “tentatively” set to begin providing robotaxi service in Austin on June 22.

In a post on his X social media platform, Musk said the date could change because Tesla is “being super paranoid about safety.”

Investors, Wall Street analysts and Tesla enthusiasts have been anticipating the rollout of the driverless cabs since Musk said earlier this year that the service would launch in Austin sometime in June.

Last month, Musk told CNBC that the taxis will be remotely monitored at first and “geofenced” to certain areas of the city deemed the safest to navigate. He said he expected to initially run 10 or so taxis, increase that number rapidly and start offering the service in Los Angeles, San Antonio, San Francisco and other cities.

Musk has been promising fully autonomous, self-driving vehicles “next year” for a decade, but the pressure is on now as Tesla actually begins to operate a self-driving taxi service.

Sales of Tesla’s electric vehicles have sagged due to increased competition, the retooling of its most popular car, the Model Y, and the fallout from Musk’s turn to politics.

The Austin rollout also comes after Musk had a public blowup with President Donald Trump over the administration’s tax bill. Some analysts have expressed concern that Trump could retaliate by encouraging federal safety regulators to to step in at any sign of trouble for the robotaxis.

The service has been a smash success in Austin. Courtesy photo

Texas-based 'DoorDash for laundry' startup tumbles into Houston market

No Scrubs

Laundry may seem like an endless task that piles up, but a new service offers a solution to overwhelmed Houston families.

NoScrubs, an Austin-based home laundry pickup service has just expanded to Houston. Described by the company as "DoorDash — but for laundry," they wash customer's clothes at local laundromats and return them the same day, folded and ready to be put away.

The service took off like gangbusters in Austin, making an expansion to the state's largest city an obvious choice. It's not universal coverage just yet.

For now, only the following ZIP codes have NoScrubs service available: 77002, 77004, 77005, 77006, 77007, 77008, 77009, 77010, 77018, 77019, 77024, 77025, 77027, 77046, 77056, 77057, 77081, 77098, 77401, 77030, 77003.

A single pickup starts at $40 for 20 pounds of laundry, while the basic monthly subscription is $60 for two pickups. All services use hypoallergenic detergents.

The average American family spends about 240 hours a year on laundry, making it a very time-consuming chore. For people with disabilities, difficult work schedules, and other circumstances, it can be a real help, says co-founder Matt O'Connor.

"Some of our favorite customer stories simply revolve around saving people time when they have something challenging going on," he writes in an email. "For example, one customer reviewed NoScrubs saying 'So happy I could cry! (Partially because I'm pregnant and my emotions are heightened!)...1000% recommend if you have time restrictions or physical restrictions! ' So, whether it’s saving time, the affordability, or the pleasantly surprising turnaround time, NoScrubs has a variety of benefits for any customer."

NoScrubs is also a new opportunity for Houston's gig workers. Because there are no passengers, it can be a safer alternative to driving ride share for women and other people apprehensive about having strangers in their cars. As NoScrubs partners with local laundromats, drivers are also going to centralized locations rather than all over the map, leading to less wear and tear on their cars. The laundromats benefit as well, since NoScrubs loads are ones that would otherwise be done at home.

"Our model makes driving a tiny fraction of the time, so folks who don’t want to wear down their vehicles and spend a ton on gas love working at NoScrubs," added O'Connor.

The Bayou City ranks highly thanks to a high quality-of-living score, lack of a state income tax and state capital gains tax, and a state sales tax rate of 6.25 percent. Photo by Natalie Harms/InnovationMap

Houston scores top ranking of best cities for entrepreneurs

easy living

Houston joins Dallas and Austin in a new ranking of the 10 best U.S. cities for entrepreneurs to live.

Houston appears at No. 7 on the list, compiled by SumUp, which provides payment and banking services for businesses. In part, Bayou City ranks highly thanks to a high quality-of-living score. Houston also fares well due to the lack of a state income tax and state capital gains tax, and a state sales tax rate of 6.25 percent.

Here are the top 10 places in the U.S. for entrepreneurs to live, according to SumUp:

  1. New York City
  2. Chicago
  3. Miami
  4. Los Angeles
  5. Dallas
  6. Austin
  7. Houston
  8. Seattle
  9. Washington, D.C.
  10. Boston

SumUp, based in the United Kingdom, weighed 16 factors to come up with the ranking. These factors included tax rates, number of millionaires, internet speeds, and number of international airports.

Not surprisingly, the ranking factors featured a decidedly British slant. For instance, the ranking took into account Google and TikTok search volumes in the United Kingdom for “Moving to [city name].”

Of course, Houston offers more entrepreneurial advantages than the ones cited by SumUp. For example:

  • Rice University’s Jones Graduate School of Business ranks as the country’s No. 1 graduate entrepreneurship program, according to The Princeton Review and Entrepreneur magazine.
  • The University of Houston’s Cyvia and Melvyn Wolff Center for Entrepreneurship at the C.T. Bauer College of Business ranks as the No. 1 undergraduate entrepreneurship program, according to The Princeton Review and Entrepreneur magazine.
  • The George W. Bush Presidential Center awarded Houston the No. 6 spot on its 2024 ranking of the top U.S. metro areas for university innovation.
  • A 2023 ranking from the LendingTree personal finance website put Houston in 13th place among the U.S. metro areas where minority entrepreneurs are enjoying the most success.
    “Houston’s reputation for entrepreneurship is inextricably linked to the city’s diversity,” the Understanding Houston website notes.

“The growing populations in Houston from diverse backgrounds, namely immigrants and people of color, are not only the economic and cultural driving force for the evolution of our city, but also the future of our country.”

Three Texas cities made the new ranking. Photo via Getty Images

Houston makes top 10 list for best US cities to start a business

best of the rest

Houston plays a historic role in launching spacecraft. But it’s also a great place to launch a business.

A new list from USA Today Blueprint puts Houston in ninth place among the best U.S. cities to start a business in 2024. Austin grabs the No. 1 spot, and Dallas sits at No. 4.

“Starting and sustaining it is a major challenge, and there are a vast number of factors that can affect your chances of success,” says USA Today Blueprint. “While the best businesses and entrepreneurs can succeed anywhere and beat any odds, it can help to think about where your business might be more likely to succeed.”

USA Today Blueprint combed through data for 46 of the country’s most popular cities to create the ranking. Houston fares especially well in two categories — business openings and growth in GDP (gross domestic product):

  • In 2021, Houston saw 16,816 business openings and 13,785 business closures, resulting in a net gain of 3,031 businesses, according to USA Today Blueprint’s analysis. The net gain gives Houston a fourth-place showing for business openings.
  • From 2021 to 2022, Houston experienced GDP growth of 14.2 percent. That was a high enough rate to earn a third-place ranking for GDP growth. Only El Paso (15 percent) and Austin (14.3 percent) notched higher rates.

“Startups in Miami, Austin, and Dallas are particularly high contributors to their city’s total employment numbers. These cities also — alongside Houston and Jacksonville — make up five of the top 10 in terms of GDP growth,” says USA Today Blueprint.

What can be learned from Austin-based CrowdStrike's outage? Photo via Getty Images

Tech disruptions sparked by Texas co.'s update highlight the fragility of globally connected technology

Airlines, banks, hospitals and other risk-averse organizations around the world chose cybersecurity company CrowdStrike to protect their computer systems from hackers and data breaches.

But all it took was one faulty CrowdStrike software update to cause global disruptions Friday that grounded flights, knocked banks and media outlets offline, and disrupted hospitals, retailers and other services.

“This is a function of the very homogenous technology that goes into the backbone of all of our IT infrastructure,” said Gregory Falco, an assistant professor of engineering at Cornell University. “What really causes this mess is that we rely on very few companies, and everybody uses the same folks, so everyone goes down at the same time.”

The trouble with the update issued by CrowdStrike and affecting computers running Microsoft's Windows operating system was not a hacking incident or cyberattack, according to CrowdStrike, which apologized and said a fix was on the way.

But it wasn't an easy fix. It required “boots on the ground” to remediate, said Gartner analyst Eric Grenier.

“The fix is working, it’s just a very manual process and there’s no magic key to unlock it,” Grenier said. “I think that is probably what companies are struggling with the most here.”

While not everyone is a client of CrowdStrike and its platform known as Falcon, it is one of the leading cybersecurity providers, particularly in transportation, healthcare, banking and other sectors that have a lot at stake in keeping their computer systems working.

“They’re usually risk-averse organizations that don’t want something that’s crazy innovative, but that can work and also cover their butts when something goes wrong. That’s what CrowdStrike is,” Falco said. “And they’re looking around at their colleagues in other sectors and saying, ‘Oh, you know, this company also uses that, so I’m gonna need them, too.’”

Worrying about the fragility of a globally connected technology ecosystem is nothing new. It's what drove fears in the 1990s of a technical glitch that could cause chaos at the turn of the millennium.

“This is basically what we were all worried about with Y2K, except it’s actually happened this time,” wrote Australian cybersecurity consultant Troy Hunt on the social platform X.

Across the world Friday, affected computers were showing the “blue screen of death” — a sign that something went wrong with Microsoft's Windows operating system.

But what's different now is “that these companies are even more entrenched,” Falco said. "We like to think that we have a lot of players available. But at the end of the day, the biggest companies use all the same stuff.”

Founded in 2011 and publicly traded since 2019, CrowdStrike describes itself in its annual report to financial regulators as having “reinvented cybersecurity for the cloud era and transformed the way cybersecurity is delivered and experienced by customers.” It emphasizes its use of artificial intelligence in helping to keep pace with adversaries. It reported having 29,000 subscribing customers at the start of the year.

The Austin, Texas-based firm is one of the more visible cybersecurity companies in the world and spends heavily on marketing, including Super Bowl ads. At cybersecurity conferences, it's known for large booths displaying massive action-figure statues representing different state-sponsored hacking groups that CrowdStrike technology promises to defend against.

CrowdStrike CEO George Kurtz is among the most highly compensated in the world, recording more than $230 million in total compensation in the last three years. Kurtz is also a driver for a CrowdStrike-sponsored car racing team.

After his initial statement about the problem was criticized for lack of contrition, Kurtz apologized in a later social media post Friday and on NBC's “Today Show.”

“We understand the gravity of the situation and are deeply sorry for the inconvenience and disruption,” he said on X.

Richard Stiennon, a cybersecurity industry analyst, said this was a historic mistake by CrowdStrike.

“This is easily the worst faux pas, technical faux pas or glitch of any security software provider ever,” said Stiennon, who has tracked the cybersecurity industry for 24 years.

While the problem is an easy technical fix, he said, it’s impact could be long-lasting for some organizations because of the hands-on work needed to fix each affected computer. “It’s really, really difficult to touch millions of machines. And people are on vacation right now, so, you know, the CEO will be coming back from his trip to the Bahamas in a couple of weeks and he won’t be able to use his computers.”

Stiennon said he did not think the outage revealed a bigger problem with the cybersecurity industry or CrowdStrike as a company.

“The markets are going to forgive them, the customers are going to forgive them, and this will blow over,” he said.

Forrester analyst Allie Mellen credited CrowdStrike for clearly telling customers what they need to do to fix the problem. But to restore trust, she said there will need to be a deeper look at what occurred and what changes can be made to prevent it from happening again.

“A lot of this is likely to come down to the testing and software development process and the work that they’ve put into testing these kinds of updates before deployment,” Mellen said. “But until we see the complete retrospective, we won’t know for sure what the failure was.”

League City, Sugar Land, and Pearland were just crowned among the top 10 safest and most affordable cities to live in the U.S. Photo via Getty Images

3 affordable Houston neighbors rank among America's 10 safest cities

HIGH PRAISE FOR THE 'BURBS

Crime may be a concern for some Houstonians, but life is a little more relaxed just beyond the city limits.

Three Houston-area suburbs – League City, Sugar Land, and Pearland – were just crowned among the top 10 safest and most affordable cities to live in the U.S., as declared in a new report by GoBankingRates.

The study, "50 Safest and Most Affordable US Cities To Live In," ranked the largest U.S. cities by population based on their cost of living and crime rate averages. Crime rates were determined based on the number of crimes per 1,000 city residents from the FBI’s Crime Data Explorer in 2022, the year with the most recent available data.

League City proudly landed in the No. 4 spot nationally, thanks to its low property and violent crime rates as well as a high median household income. Sugar Land and Pearland weren't too far behind in the top 10, ranking No. 6 and No. 7, respectively. The report emphasized these suburbs all offer "vibrant cultural scenes" and strong job markets for adults, along with great schools and abundant recreational activities for families to enjoy.

A League City household makes a median income of $117,316 annually, with an average mortgage cost of $2,216 per month, the report found. The total monthly cost of living in the family friendly city adds up to $4,157.

There were a total of 1,497 property crimes reported in the city in 2022, and 126 total violent crimes. For context, the U.S. Census Bureau estimated the population in League City spans more than 116,000 residents in 2023. That means the city's rate for violent crimes is 1.08 per 1,000 residents, and the property crime rate is 12.85 per 1,000 residents, according to the findings.

Sugar Land's median household income is much higher than League City's, at $132,247 per year. However, so were the average mortgage costs ($2,715 per month) and total monthly cost of living ($4,852).

There were 1,745 property crimes and 97 violent crimes reported in Sugar Land in 2022. That would place Sugar Land's property crime rate at 16.16 per 1,000 city residents, and 0.90 violent crimes per 1,000 residents.

Here's how the report breaks down Pearland's cost of living and crime rate statistics:

  • Median household income: $111,123
  • Household average mortgage cost: $2,257
  • Total monthly cost of living: $4,352
  • Property crimes (reported in 2022): 2,152
  • Property crime per 1,000 residents: 17.09
  • Violent crimes (reported in 2022): 117
  • Violent crime per 1,000 residents: .93

Large Texas cities, such as Houston proper, Dallas, Fort Worth, Austin, and San Antonio, were all noticeably absent in the ranking. This is likely because – as most Texans are aware – bigger cities often have higher crime rates and higher costs of living than their outlying suburbs.

"Choosing a family-friendly place to live is a significant decision that involves a balancing act between safety and affordability in any big city," the report said. "Whether you’re a young professional, a growing family or a retiree, finding real estate where you feel comfortable — both physically and financially — is crucial for a high quality of life."

Other Texas cities that were ranked in the top 25 safest and most affordable places to live include El Paso (No. 11), McKinney (No. 15), Frisco (No. 16), Laredo (No. 18), Grand Prairie (No. 21), Plano (No. 22), Carrollton (No. 23), and McAllen (No. 24).

The top 10 safest and most affordable U.S. cities to live in are:

  • No. 1 – Elgin, Illinois
  • No. 2 – Cary, North Carolina
  • No. 3 – Gilbert, Arizona
  • No. 4 – League City, Texas
  • No. 5 – Rochester, Minnesota
  • No. 6 – Sugar Land, Texas
  • No. 7 – Pearland, Texas
  • No. 8 – Meridian, Idaho
  • No. 9 – Broken Arrow, Oklahoma
  • No. 10 – Olathe, Kansas
The full report and its methodology can be found on gobankingrates.com

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This article originally ran on CultureMap.

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Texas cybersecurity co. expands unique train-to-hire model to Houston

job search

It’s increasingly more difficult to ensure the confidentiality, integrity, and availability of proprietary data and information in the ever-changing, ever-evolving digital world.

Cyberattacks, including malware, phishing, and ransomware, are becoming increasingly common and sophisticated, posing a consistent threat to a company’s sustainability and bottom line.

To combat that trend, Nukudo, a San Antonio-based cybersecurity workforce development company, is expanding its initiative to bridge the global cybersecurity talent gap through immersive training and job placement to Houston.

“We saw that there was a need in the market because there's a shortage of skilled manpower within the cybersecurity industry and other digital domains,” says Dean Gefen, CEO of NukuDo. “So, our initial goal was to take a large pool of people and then make them to be fully operational in cybersecurity in the shortest amount of time.”

The company refers to the plan as the “training-to-employment model,” which focuses on providing structured training to select individuals who then acquire the skills and knowledge necessary to secure and maintain fruitful careers.

The company identifies potential associates through its proprietary aptitude test, which recognizes individuals who possess the innate technical acumen and potential for success in various cybersecurity roles, regardless of their level of education.

“We take in people from all walks of life, meaning the program is purely based on the associate’s potential,” Gefen says. “We have people who were previously aircraft engineers, teachers, graphic designers, lawyers, insurance agents and so forth.”

Once selected, associates are trained by cybersecurity experts while gaining hands-on experience through scenario-based learning, enabling them to be deployed immediately as fully operational cybersecurity professionals.

The program training lasts just six months—all paid—followed by three years of guaranteed employment with NukuDo.

While in training, associates are paid $ 4,000 per month; then, they’re compensated by nearly double that amount over the next three years, ultimately pushing their salaries to well into the six figures after completing the entire commitment.

In addition to fostering a diverse talent pipeline in the cybersecurity field, NukuDo is creating a comprehensive solution to address the growing shortage of technical talent in the global workforce.

And arming people with new marketable skills has a litany of benefits, both professional and personal, Gefen says.

“Sometimes, we have associates who go on to make five times their previous salary,” says Gefen. “Add to that fact that we had someone that had a very difficult life beforehand and we were able to put him on a different path. That really hits home for us that we are making a difference.

Nulkudo currently has partnerships with companies such as Accenture Singapore and Singapore Airlines. Gefen says he and his team plans to have a new class of associates begin training every month by next year and take the model to the Texas Triangle (Houston, Austin and Dallas)—then possibly nationwide.

“The great thing about our program is that we train people above the level of possible threat of replacement by artificial intelligence,” Gefen says. “But what we are also doing, and this is due to requirements that we have received from clients that are already hiring our cyber professionals, is that we are now starting to deliver AI engineers and data scientists in other domains.”

“That means that we have added more programs to our cybersecurity program. So, we're also training people in data science and machine learning,” he continues.

All interested candidates for the program should be aware that a college degree is not required. NukuDo is genuinely interested in talented individuals, regardless of their background.

“The minimum that we are asking for is high school graduates,” Gefen says. “They don't need to have a college degree; they just need to have aptitude. And, of course, they need to be hungry to make this change.”

2 Houston universities declared among world’s best in 2026 rankings

Declaring the Best

Two Houston universities are in a class of their own, earning top spots on a new global ranking of the world's best universities.

Rice University and University of Houston are among the top 1,200 schools included in the QS World University Rankings 2026. Ten more schools across Texas make the list.

QS (Quacquarelli Symonds), a London-based provider of higher education data and analytics, compiles the prestigious list each year; the 2026 edition includes more than 1,500 universities from around the world. Factors used to rank the schools include academic reputation; employer reputation; faculty-student ratio; faculty research; and international research, students, and faculty.

In Texas, University of Texas at Austin lands at No. 1 in the state, No. 20 in the U.S., and No. 68 globally.

Houston's Rice University is close behind as Texas' No. 2 school. It ranks 29th in the U.S. and No. 119 in the world. Unlike UT, which fell two spots globally this year (from No. 66 to 68), Rice climbed up the charts, moving from 141st last year to No. 119.

University of Houston impresses as Texas' 4th highest-ranked school. It lands at No. 80 in the U.S. and No. 556 globally, also climbing about 100 spots up the chart.

Rice and UH are on a roll in regional, national, and international rankings this year.

Rice earned top-15 national rankings by both Niche.com and Forbes last fall. Rice claimed No. 1 and UH ranked No. 8 in Texas in U.S. News & World Report's 2025 rankings. Rice also topped WalletHub's 2025 list of the best colleges and universities in Texas for 2025.

More recently, in April, both UH and Rice made U.S. News' 2025 list of top grad schools.

In all, 192 U.S. universities made the 2026 QS World University Rankings — the most of any country. Topping the global list is the Massachusetts Institute of Technology (MIT).

“The results show that while U.S. higher education remains the global leader, its dominance is increasingly challenged by fast-rising emerging systems,” says the QS World University Rankings report. “A decade ago, 32 American universities [were] featured in the world’s top 100; today, that number has dropped to 26, and only 11 of these institutions have improved their position this year."

The 12 Texas universities that appear in the QS World University Rankings 2026 list are:

  • University of Texas at Austin, No. 20 in the U.S. and No. 68 in the world (down from No. 66 last year).
  • Rice University, No. 29 in the U.S. and No. 119 in the world (up from No. 141 last year).
  • Texas A&M University, No. 32 in the U.S. and No. 144 in the world (up from No. 154 last year).
  • University of Houston, No. 80 in the U.S. and No. 556 in the world (up from 651-660 last year).
  • University of Texas at Dallas, No. 85 in the U.S. and No. 597 in the world (down from 596 last year).
  • Texas Tech University, No. 104 in the U.S. and No. 731-740 in the world (unchanged from last year).
  • University of North Texas, No. 123 in the U.S. and No. 901-950 in the world (up from 1,001-1,200 last year)
  • Baylor University, tied for No. 136 in the U.S. and at No. 1,001-1,200 in the world (unchanged from last year).
  • Southern Methodist University, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
  • University of Texas Arlington, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
  • University of Texas at San Antonio, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
  • University of Texas at El Paso, No. 172 in the U.S. and at 1,201-1,400 in the world (down from 1,001-1,200 last year).
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This article originally appeared on CultureMap.com.

Houston students develop new device to prepare astronauts for outer space

space race

Rice University students from the George R. Brown School of Engineering and Computing designed a space exercise harness that is comfortable, responsive, and adaptable and has the potential to assist with complex and demanding spacewalks.

A group of students—Emily Yao, Nikhil Ashri, Jose Noriega, Ben Bridges and graduate student Jack Kalicak—mentored by assistant professor of mechanical engineering Vanessa Sanchez, modernized harnesses that astronauts use to perform rigorous exercises. The harnesses are particularly important in preparing astronauts for a reduced-gravity space environment, where human muscles and bones atrophy faster than they do on Earth. However, traditional versions of the harnesses had many limitations that included chafing and bruising.

The new harnesses include sensors for astronauts to customize their workouts by using real-time data and feedback. An additional two sensors measure astronauts’ comfort and exercise performance based on temperature and humidity changes during exercise and load distribution at common pressure points.

“Our student-led team addressed this issue by adding pneumatic padding that offers a customized fit, distributes pressure over a large surface area to reduce discomfort or injuries and also seamlessly adapts to load shifts — all of which together improved astronauts’ performance,” Sanchez said in a news release. “It was very fulfilling to watch these young engineers work together to find innovative and tangible solutions to real-world problems … This innovative adjustable exercise harness transforms how astronauts exercise in space and will significantly improve their health and safety during spaceflights.”

The project was developed in response to a challenge posted by the HumanWorks Lab and Life Science Labs at NASA and NASA Johnson Space Center for the 2025 Technology Collaboration Center’s (TCC) Wearables Workshop and University Challenge, where teams worked to solve problems for industry leaders.

Rice’s adaptive harness won the Best Challenge Response Award. It was funded by the National Science Foundation and Rice’s Office of Undergraduate Research and Inquiry.

“This challenge gave us the freedom to innovate and explore possibilities beyond the current harness technology,” Yao added in the release. “I’m especially proud of how our team worked together to build a working prototype that not only has real-world impact but also provides a foundation that NASA and space companies can build and iterate upon.”