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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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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