Texas and California battle it out for most relocating residents, Census report says

by the numbers

The Texas/California pipeline works both ways, a new study reveals. Photo via Getty Images

Texans love to joke about how many Californians are moving here, but a rising trend in Texas residents' relocation habits may have Californians saying the same thing about Texans soon.

A new U.S. Census report analyzing state-to-state migration has revealed new estimates regarding Texas' growing population in 2022. According to the report, more than 668,000 new residents relocated to Texas from out-of-state last year.

Not surprisingly, the highest number of new Texans hailed from California. More than 102,000 Californians made the move to the Lone Star State in 2022.

But in a fun population twist, California also received the most Texpats in 2022, the report showed, followed closely behind by Florida, then Oklahoma. Of the 494,077 people who left Texas last year, 42,279 went to California.

Why Californians move to Texas
Californians often seek out a lower cost of living by moving to the most "affordable" cities in the state. Houston has shown to be at the top of the priority destination list; Dallas usurped Austin as the No. 1 city for California movers earlier this year. And when a California transplant can save more than $646,000 by moving to Texas and buying a home in Houston, it's not hard to see the appeal

Other reasons for the California-to-Texas exodus include the lack of income tax and the flexibility of remote work opportunities, they say.

While California took the lead with the most new movers flocking to Texas, Floridians are also choosing to pack up and leave their Sunshine State for the Lone Star State, the report says.

The top 5 states with the most residents moving to Texas in 2022 were:

  • California – 102,442 new residents
  • Florida – 41,747 new residents
  • New York – 30,890 new residents
  • Illinois – 25,272 new residents
  • Louisiana – 25,192 new residents

Where Texans are moving
The Census report showed that less than half a million Texas residents relocated out-of-state last year, totaling 494,077 people.

"Texas had the country's lowest (11.7 percent) outmigration rate, with most of those who did move relocating to California (42,479) or Florida (38,207)," the report said.

The top five states where Texans moved in 2022 were:

  • California – 42,279 Texans
  • Florida – 38,207 Texans
  • Oklahoma – 26,440 Texans
  • Colorado – 25,466 Texans
  • Georgia – 23,754 Texans

New Texans from abroad
In addition to state-by-state migration data, the report also provided estimates for how many new Texans came from abroad. Out of 237,051 new residents, the majority – 233,751 people – relocated from outside the mainland last year.

About 2,441 people moved from Puerto Rico, and 859 arrived from unspecified U.S. island areas.

Texas has been a magnet for international homebuyers for several years. The state has held its position as the third hottest U.S. housing market for international homebuyers for the fourth consecutive year in 2023. A total of 9,900 Texas homes were purchased by buyers from outside the U.S last year, spending a gigantic sum of $4.3 billion.

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This article originally ran on CultureMap.

A new ranking looks at the Houston companies with the most patents granted in 2022. Photo via Getty Images

These are the Houston companies with the most patents granted last year

by the numbers

Two major players in Houston’s energy industry are also major players in the patent arena.

A new ranking from the analytics arm of patent law firm Harrity & Harrity puts Saudi Aramco, whose North American headquarters is in Houston, and Halliburton, whose global headquarters is in Houston, puts them in a tie for the number of U.S. patents with 963 patents received in 2022. Saudi Aramco and Halliburton now share the title of Houston’s patent king.

Saudi Aramco saw a 12 percent rise in patents granted in 2022 compared with 2021, according to Harrity & Harrity’s Patent 300 report, while Halliburton experienced a 5 percent jump. Each company tied for 44th place among the top 300 U.S. patient recipients in 2022.

According to the report, Samsung Electronics (8,513 patents) knocked IBM off its longtime pedestal as the No. 1 recipient of U.S. patents. IBM (4,743 patents) now holds the No. 2 position.

Many of Aramco’s U.S. patents come from its R&D centers in Houston, Boston, and Detroit. The Houston R&D hub opened in 2014 and underwent an expansion three years later.

Aramco, a Saudi Arabia-based supplier of oil and natural gas, also generates patents through academic partnerships, such as the one it established last year with Rice University’s Carbon Hub. Aramco has committed $10 million over five years to the carbon initiative.

“While patents are a leading indicator of innovation, the ultimate goal is to create value through the development of solutions that help to address a particular need,” Aramco says. “Such results are often only possible with significant upfront investments, and patents make it possible to recoup these costs and potentially generate additional revenue through commercialization.”

Last year, Aramco boasted that it ranked first in the oil and gas industry for U.S. patents (864) granted in 2021. Until 2011, Aramco had received only 100 U.S. patents over a 78-year span.

“Many of the patents are for innovations Aramco uses itself for competitive advantage, although they can also be licensed to others, creating extra value for the company,” Jamil Bagawi, then the company’s chief engineer, wrote in 2021.

Halliburton also has ramped up its patenting efforts in recent years.

According to Houston law firm Yetter Coleman, those efforts kicked into high gear after Halliburton lost a fracking patent lawsuit to Tomball-based BJ Services, which is now out of business. In 2003, a Houston jury awarded $98 million in damages to BJ in the case, and Halliburton had to stop selling the system that allegedly infringed on BJ’s patent.

In the five years before the verdict, Halliburton averaged 142 patent awards a year, according to Yetter Coleman. The law firm reported in 2013 that Halliburton subsequently averaged 234 patents a year.

Today, of course, Halliburton has far exceeded those numbers. And it vigorously defends its growing patent portfolio. In September 2022, for instance, three subsidiaries of the oilfield services giant filed two lawsuits against Houston-based rival U.S. Well Services alleging infringement of 14 Halliburton patents.

IAM, a website that reports about the intellectual property industry, noted that when Halliburton sued U.S. Well Services, “IP professionals in the oil and gas industry may well have reached for the popcorn. Battles of this magnitude rarely break out in their slice of the patent world.”

Halliburton and Aramco may be the goliaths in Houston’s patent world, but they’re not the only local organizations to appear on the Patent 300 list for 2022. Other Houston-area companies that made the cut are:

  • Spring-based Hewlett Packard Enterprise, No. 84. The tech company received 511 U.S. patents in 2022, down 4 percent from the previous year.
  • Houston-based SLB (Schlumberger), No. 117. The oilfield services company received 372 U.S. patents in 2022, down 14 percent from the previous year.
  • Houston-based Baker Hughes, No. 123. The oilfield services company received 350 U.S. patents in 2022, down 11 percent from the previous year.
  • ExxonMobil, No. 156. The oil and gas company received 281 U.S. patents in 2022, down 8 percent from the previous year. It is in the process of moving its headquarters from Irving to Spring.
  • United Imaging Healthcare, No. 253. The Chinese healthcare equipment company, whose North American headquarters is in Houston, received 175 U.S. patents in 2022, up 31 percent from the previous year.
Here are 11 Houston startups that together have raised over $140 million in venture capital investment so far this year. Photo via Getty Images

These 11 Houston startups closed funding rounds so far this year

following the money

Venture capital investment is moving and grooving in Houston this year so far, which really is a continuation of the leap in VC investment from 2021.

According to a recent report from Houston Exponential, Houston’s average early-stage deal size of $18 million represents a 68 percent growth rate since 2019. Compared with the national growth rate of 23 percent, “this demonstrates the broader expansion and maturities within the Houston ecosystem,” the analysis says.

Last year, local startups collected $2.02 billion in VC funding, according to PitchBook data. That’s up 175 percent from the $734.2 million raised in 2020.

“That VC-backed companies were able to generate such enormous value in 2021 during a time characterized by great uncertainty and extraordinary circumstances highlights the continued importance of VC-backed companies to the resilience of Houston’s economy,” says Serafina Lalany, executive director of Houston Exponential.

In continuance with last year, 2022 has started with a flurry of VC activity. In case you missed some of these first quarter deals, InnovationMap has rounded up all its coverage of funding rounds closed between January and March based on previous reporting. Scroll through to see which Houston startups are catching the eyes — and cashing the checks — of investors.

P97 Networks has raised $40M of venture debt financing

P97 Networks, a Houston-based mobile payments company, has fresh funds to scale its operations. Photo via Getty Images

A Houston company that has created a mobile commerce platform for the convenience retail, fuels marketing, and automotive industries has fresh funding to support its growth.

P97 Networks has raised $40 million of venture debt financing from an affiliate of Peak Rock Capital, a leading middle-market private investment firm, according to a news release from the company.

“We will use this new capital to fund P97’s high growth initiatives, which include accelerating user adoption across our Consumer Engagement platform, Energy Transition programs for our clients, and our Mobility Services platform,” said Donald Frieden, president and CEO of P97, in the release. Click here to continue reading.

Zeta Energy close $23M series A

Houston-based Zeta Energy has raised fresh funding to grow its Houston operations and further commercialize the company's innovative batteries for electric vehicles and energy storage. Photo via Getty Images

Houston-based Zeta Energy announced this month that it has closed a $23 million series A round led by New York VC firm Moore Strategic Ventures.

The funding will be used to expand Zeta's lab facility in the Houston area and further commercialize the company's innovative batteries for electric vehicles and energy storage.

"We are delighted to have Moore Strategic Ventures join Zeta Energy. Moore's focus on transportation, advanced materials, energy, and clean tech aligns perfectly with Zeta's strategic objectives," Charles Maslin, founder and CEO of Zeta Energy, said in a statement. "We are so excited to work together to help the world transition to clean energy and build a more sustainable future." Click here to continue reading.

DECISIO raises $18.5M, appoints new leadership

DECISIO has fresh funding and a new board member. Photo via decisiohealth.com

A Houston-based digital health startup has officially closed its latest funding round and has a new member to its leadership to support the company's next phase.

DECISIO has appointed Major General Elder Granger to the company's board of directors. Dr. Granger is currently president and CEO of The 5Ps LLC, a healthcare, education, and leadership consulting organization.

"Dr. Granger joining our board provides enormous value and validation for our company moving forward," says Dr. John Holcomb, co-CEO and co-founder of DECISIO, says in a news release. "His expertise and leadership in the healthcare industry is a welcome addition to our esteemed group of Board of Directors." Click here to continue reading.

Vivante Health raises $16M series A round

Vivante Health closed a fresh round of funding. Photo via Getty Images

A Houston-based digital health startup that's targeting solutions for digestive diseases has closed its latest round of funding.

Vivante Health closed a $16 million series A funding round led by Chicago-based 7wireVentures with contribution from new investors, including Human Capital, Intermountain Ventures, SemperVirens, Elements Health Ventures, and Leaps by Bayer. Additionally, the round saw participation from returning investors FCA Venture Partners, NFP Ventures, Lifeforce Capital, and Big Pi Ventures.

The fresh funding will support commercial scaling and growth of the company, which is based in Houston's JLABS @ TMC space.

"The Series A financing round represents another pivotal milestone in our mission to improve our member's digestive health and provide outcomes at scale for our enterprise partners," says Bill Snyder, Vivante Health CEO, in a news release. "We are thrilled to partner with premier investors in this latest round of funding that will enable us to continue our rapid growth trajectory and further establish ourselves as the leader in digestive health." Click here to continue reading.

SiteAware closes $15M in funding round

Houston-based SiteAware has raised $15 million in its latest round of funding. Photo courtesy of SiteAware

A Houston startup that provides artificial intelligence-enabled verification software to the construction industry has closed its series B round.

 SiteAware raised $15 million in the round, which was led by Singapore-based Vertex Ventures Israel. Existing investors Robert Bosch Venture Capital GmbH, Axon Ventures, Oryzn Capital, The Flying Object, and lool Ventures also contributed to the round.

The company's digital construction verification, or DCV, platform uses AI and digital twin technology to provide real-time verification of construction fieldwork. According to a press release from SiteAware, the construction industry represents a $1.3 trillion market share of the United States economy. Click here to continue reading.

Codenotary raises $12.5M series B

Codenotary's software enables tools for notarization and verification of the software development life cycle. Photo via Getty Images

Houston-based Codenotary, whose technology helps secure software supply chains, has raised $12.5 million in a series B round. Investors in the round include Swiss venture capital firm Bluwat and French venture capital firm Elaia.

The $12.5 million round follows a series A round that was announced in 2020, with total funding now at $18 million.

Codenotary, formerly known as vChain, says the fresh round of money will be used to accelerate product development, and expand marketing and sales worldwide. Today, the startup has 100-plus customers, including some of the world’s largest banks. Click here to continue reading.

Rugged Robotics raises $9.4M series A

The tech solution provides construction customers with an automated layout-as-a-service tool. Image via rugged-robotics.com

A Houston robotics startup working in the commercial construction field has closed its latest round of funding.

Rugged Robotics Inc. announced last week that it's raised $9.4 million in its series A round led by BOLD Capital Partners and Brick & Mortar Ventures. Riot Ventures, Morpheus, and Embark — all investors in the company's 2019 seed round — also contributed, as did Consigli Construction Company and Suffolk Technologies. To date, Rugged Robotics has raised $12 million.

“We are thrilled to be part of the Rugged team,” says Maxx Bricklin, partner at BOLD Capital, in a news release. “We looked at a number of companies in the space and became convinced that the Rugged team, technology and partner ecosystem would allow Rugged to dominate and capitalize on this significant and disruptive market opportunity.” Click here to continue reading.

Koda Health raises $3.5 million in seed funding to expand nationally

Tatiana Fofanova, co-founder and CEO of Koda, closed recent funding for the digital health startup. Image via LinkedIn

Houston-based Koda Health announced this month that it raised $3.5 million in its latest seed round.

The round was led by Austin-based Ecliptic Capital, which focuses on emergent and early-stage investments. Sigmas Capital, Headwater Ventures, CRCM, and a number of angel investors also participated in the round.

The funding will be used to help the digital advanced care planning company double the size of its team in the next six months.

"Koda Health helps vulnerable people navigate and communicate difficult decisions about their health care journey. So, when hiring, we look for empathetic people who are phenomenal communicators," Tatiana Fofanova, Koda co-founder and CEO, says in a statement. Click here to continue reading.

INOVUES raises $2.75M to make buildings more energy efficient

Window-retrofitting climatetech company has raised its first round of funding. Photo via inovues.com

A Houston startup that retrofits windows with smart glass innovations to reduce energy use has raised its first round of funding.

INOVUES closed its seed round at $2.75 million last month. The oversubscribed round was led by Dallas-based Paulos Holdings with participation from new and existing investors, including Houston-based VC Fuel, Saint-Gobain NOVA, Fund4SE, Momentum Glass, Lateral Capital, E8 Angels, and the Central Texas Angel Network.

"Our mission is to help cities achieve their energy efficiency and emissions-reduction targets by increasing the rate of window upgrades in existing buildings," says INOVUES founder and CEO, Anas Al Kassas, in a news release. "To achieve that, we have developed a low-carbon, high-ROI retrofit solution that makes upgrading building windows a financially attractive energy conservation measure instead of a massive capital upgrade associated with business disruptions and prohibitive payback periods." Click here to continue reading.

Roboze closed a multimillion-dollar round of funding

Roboze has closed its latest round of funding. Photo courtesy of Roboze

Roboze — an Italian high-performance 3D printing company with its U.S. headquarters in Houston — closed a multimillion-dollar round of funding this month with investments from an international group of leaders from diverse backgrounds.

Investors include Nova Capital, Lagfin, Andrea Guerra, Luigi De Vecchi, Roberto Ferraresi, Luca Giacometti, Denis Faccioli and others, according to a statement.

“We are honored to have a group of investors of this caliber, who strongly believe in the vision of Roboze and in the change of production paradigm that our technology is enabling by replacing metals and producing parts without wasting raw materials," Alessio Lorusso, founder and CEO of Roboze, said in a statement. Click here to continue reading.

Tekmetric closes recent fundraising round

A Houston software company has raised an undisclosed amount of funding. Photo via tekmetric.com

Tekmetric, a cloud-based shop management system for automotive repair shops, announced the close of its growth investment from California-based Susquehanna Growth Equity. The details of the round were not disclosed, but, according to a news release, the fresh funds will go toward growing Tekmetric's engineering and technical teams and expansion across the United States.

Launched three years ago by Prasanth Chilukuri and Sunil Patel, co-founders and co-CEOs, Tekmetric's SaaS solution provides shop owners with digital inspections, integrated payments, and more of their business needs. Click here to continue reading.

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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.”

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