A panel of experts discussed decentralized web and Web3 technology — and its potential for impacting communities. Photo courtesy of DivInc

Houston innovators dispelled some of the misconceptions about the decentralized web and Web3 technology at a recent Ion panel, highlighting the technology’s ability to bring communities together.

DivInc, a Texas-based accelerator focused on helping BIPOC and female founders on their entrepreneurial journeys, hosted a panel to discuss the benefits of transitioning to DWeb for entrepreneurs, personal success stories of using Web3 technology, and promoted its inaugural DWeb for Social Impact Accelerator.

The panelists included Giorgio Villani, founder of Spindletop Digital; Akeel Bernard, community development manager of Impact Hub Houston; and Ayoola John, co-founder and CEO of Astronaut. The discussion was moderated by Cherise Luter, marketing director of DivInc.

With the application for the DWeb 12-week accelerator program live, announced earlier this year, Luter says the panel was initiated to help explain the links between impact entrepreneurship and DWeb, two areas that people may think are very separate.

“This is our first time hosting a social impact accelerator here in Houston and we’re really excited about it. We added this extra piece of Web3, DWeb – how social entrepreneurs are utilizing this new technology to push forward their vision and bring about their startups,’” Luter says.

Villani, a founder of multiple companies that employ Web3 innovation, defined this technology as a tool of decentralization in which users are responsible for their own data and transactions are kept transparent by being publicly accessible. Villani contrasted this setup to the modern internet, known as Web2, in which users entrust third parties with encrypting their personal data, allowing them to mine and profit from this information.

“Web3 is a flipping of the script a little bit – it’s where we’re focusing primarily on the individual, where the individual is being empowered. Everybody manages their own keys and you don’t have to trust a third party to do anything within the system … you don’t have to cede your power to third party entities – it’s really an empowering thing to do,” Villani explains.

Villani addressed the misunderstanding that the decentralized web is too complicated for the average person to use by highlighting his partnership with multimedia Houston artist J. Omar Ochoa. Ochoa is incorporating Web3 technologies like AI and NFTs into an exhibit, allowing him to interact directly with buyers.

“The misconception is that (Web3) is difficult or too technical and it’s really not. There’s some stuff that takes a little bit of work but once you’ve done that the whole world of Web3 opens up in front of you,” Villani says.

For Villani, Web3 technologies are about the opportunity for connection.

“When you look around you, a lot of people these days are lonely and it’s funny because we have these platforms like Facebooks, Instagrams, WhatsApps, Snapchats and they’re all designed to bring us together but if you really look around you we’re not together,” Villani explains. “For me fundamentally, we have to reimagine how we build social networks, how we connect people.”

Web3 technologies are not all inherently about decentralization of the internet so much as rethinking how to rebuild the web to bring people together based on shared interests, adds John, co-founder of a social impact company that uses Web3 to help brands build online communities.

In contrast to much of the tech world, John also says that NFTs and cryptocurrencies, both of which are considered Web3 tools as they operate on blockchains, are not components of DWeb because they are tied up by monopolies. As the majority of NFTs are sold on one website and Bitcoin continues to dominate the cryptocurrency market, John explains they can not qualify as decentralized.

“I believe I can make an argument that crypto at its core is not about decentralization. What I believe crypto is and the Web3 movement is about reimagination,” John shares.

Bernard, who works directly with social impact entrepreneurs at Impact Hub Houston, says he anticipates founders looking to secure investors for their DWeb related companies will struggle, at first, because they must concisely explain the technology and business model at play. Bernard says he previously coached entrepreneurs on how to explain to investors that investing in social impact companies is not charity but a typical investment that will pay returns. Bernard expects DWeb focused companies will face similar uphill battles of getting investors to understand their concepts.

“I think with DWeb because it’s a newer network it’s going to require social impact entrepreneurs to educate investors and also users on the benefits of DWeb,” Bernard explains. “You’re going to have to be able to explain to them in a clear and consistent way especially to the investors, folks that have the means but don’t understand what DWeb is, how it can be utilized for success.”

Photo courtesy of DivInc

DivInc has announced a new program that will support BIPOC and women founders of social enterprise startups working on Web3 technology. Photo via divinc.org

Texas nonprofit introduces newest accelerator to be hosted in Houston this fall

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A Texas accelerator that's focused on supporting traditionally marginalized entrepreneurs has announced its newest program.

DivInc has introduced DWeb for Social Impact Accelerator, a new program set to support BIPOC and women founders of social enterprise startups developing global solutions with DWeb and Web3 technologies — such as blockchain, crypto-asset, artificial intelligence, machine learning, augmented reality, and more.

The first cohort of the program, which is supported by the Filecoin Foundation for the Decentralized Web, or FFDW, will run from September through November at the Ion. Applications are open now.

"Through the DWeb for Social Impact Accelerator we are marrying activism with the decentralized web in a way that builds these startups and puts them at the forefront of solving society's toughest challenges," says Preston James, CEO at DivInc, in a news release. "We want to see our creative tech economy founders playing a major role in building and benefiting from DWeb and Web3 for the greater good. This partnership with FFDW is a huge leap forward in that pursuit."

The 12-week accelerator will support up to 10 companies, and, at the end of the program, each selected company will receive $10,000 in non-dilutive seed funding. In addition to FFDW, the program is supported by Houston Premier Partners, J.P. Morgan Chase & Co., Verizon, The Ion, and Mercury.

"A core part of FFDW's mission is education about the decentralized web," says Marta Belcher, president and chair of Filecoin Foundation for the Decentralized Web, in the release. "FFDW is absolutely thrilled to bring more diverse voices into the Web3 ecosystem."

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Tesla self-driving mode wasn't to blame in Houston-area crash, report suggests

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Federal safety investigators looking into a runaway Tesla that killed a grandmother in her home say the driver had pressed the accelerator to full speed, suggesting the vehicle's self-driving software was not to blame.

The driver had told police that he had the self-driving software turned on, but a report from the National Transportation Safety Board concluded that he had actually overridden that feature when he pushed hard on the pedal. Moments later the Tesla Model 3 raced down a residential street in Katy, Texas, at highway speeds, slammed into a brick home and killed a 76-year-old woman standing in the front room.

The crash last month drew national attention because Tesla CEO Elon Musk is seeking to reassure the public its self-driving feature is safe as he prepares to turn hundreds of thousands of Teslas already on the road into fully automatic vehicles and begin selling two-seated Cybercabs missing steering wheels and pedals.

The crash came two months after officials at a separate federal agency, the National Highway Traffic Safety Administration, announced it was elevating a 2024 investigation of the self-driving feature to new “engineering analysis” level, raising the possibility of a recall of 3.2 million Tesla vehicles.

That NHTSA probe was triggered by crashes where the self-driving feature failed to alert drivers to take control in fog and other poor visibility conditions.

The agency opened an investigation last year into 58 incidents in which Teslas reportedly violated traffic safety laws while using self-driving technology, leading to more than a dozen crashes and fires and nearly two dozen injuries.

Separate from the National Transportation Safety Board, NHTSA is also looking into the Tesla house crash in Texas, one of 46 “special crash” investigations of Tesla's self-driving or driver-assistance technology in the past decade, according to the agency’s records. In more than a dozen of those crashes, at least one person — a driver, passenger or pedestrian — was killed.

Tesla had originally called its driver assistance software Full Self-Driving, or FSD, but auto experts and regulators complained it was misleading because drivers must always keep their eyes on the road and be ready to take over at any time.

The company has since changed the name to Full Self-Driving (Supervised).

Video of the Katy, Texas, accident shows the Tesla traveling at more than 70 mph (112.65 kilometers per hour), jumping a curb then tearing across a lawn before crushing through a brick wall of a home. A woman standing feet away, Martha Avila, was found amid piles of crumbling plaster, split beams and bits of furniture and rushed to a hospital but died.

Sales of Tesla cars still haven't recovered fully from boycotts last year over Musk's political stands, but the stock is rising anyway as he has successfully shifted attention away from the sales figures. He says they matter less now that the company is on the cusp of major technological advances, such as turning Teslas into hands-free vehicles and having its Optimus robots take over for humans for tasks at home and work.

Tesla stock has risen 22% in the past year and is currently trading at 170 times expected annual earnings compared to 20 for the S&P 500.

For its second-quarter financial results, financial analysts surveyed by FactSet expect earnings per share will barely budge — 32 cents versus 33 cents a year earlier — continuing a sixth quarter streak of flat or falling profits.

London AI startup selects Houston for first U.S. office after $20M raise

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London-based AI firm Applied Computing has announced a $20 million Series A round and a new office in Houston.

The new Bayou City office is Applied Computing’s first in the United States and part of its North American expansion. The company is known for its Orbital AI platform, which is tailored for energy operations.

The funding round was led by Houston-based KBR Inc., with participation from San Francisco-based Databricks Ventures. KBR’s investment was first announced in March.

KBR and Applied Computing have also entered into a multi-year agreement to deliver exclusive AI products for the energy sector. KBR already has integrated Orbital into its INSITE 3.0 platform for energy projects, and is also using the product for ammonia production.

Applied Computing’s Orbital platform combines physics-grounded intelligence with models across chemical engineering, time-series forecasting and language, according to the company. The system analyzes sensor readings and can recognize a facility’s equipment constraints and operator activity. The platform can also allow technicians to run simulations of how a change to a facility could affect the rest of its operations.

According to TechCrunch, Applied Computing will use the $20 million to further explore projects and deployments with the energy sector, hire engineering and research positions, and continue to expand internationally, potentially into the Middle East.

The company is also working on deals with a major U.S. stream operator, TechCrunch reports. And Applied Computing shared on LinkedIn that it plans to announce its first partnership with a major European oil company in the coming weeks.

“Yesterday we showed Orbital live in deployments at our demo day at the Energy Institute in London,” Callum Adamson, CEO and co-founder of Applied Computing, posted on LinkedIn on July 16. “Today, we're announcing the capital to scale it globally as well as the launch of our new offices in Houston and Bangalore. In the weeks following, there will be more announcements on our progress, partnerships and deployments.”

The company opened its Bangalore offices in December.

Texas is no longer America's No. 1 most financially distressed state

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After spending an unfortunate year as the No. 1 state with the most people in financial distress, Texas has slightly recovered. But the Lone Star State isn't out of the woods yet: it's still among the five most financially distressed states in America for 2026.

According to WalletHub's 2026 report, Texas sits in the No. 4 spot this year, while Kansas, Louisiana, and Florida moved up to become the top three states with the most financially distressed residents.

The personal finance website's experts compared all 50 states based on residents' average credit scores, the share of people with "accounts in distress" (meaning an account that's in forbearance or has deferred payments), the one-year change in bankruptcy filings from March 2025, and search interest indexes for "debt" and "loans."

Despite improving in the overall ranking, the study found Texas has had the fourth-biggest spike in bankruptcy filings nationally from March 2025 to March 2026. Texas residents also have the 10th worst average credit scores in the country, according to the findings.

This is how Texas ranked across the study's six key dimensions, where No. 1 means "most distressed:"

  • No. 4 – Change in bankruptcy filings from March 2024 to March 2025 rank
  • No. 5 – Average number of accounts in distress rank
  • No. 8 – "Loans" search interest index rank
  • No. 8 – People with accounts in distress rank
  • No. 12 – Credit score rank
  • No. 13 – “Debt” search interest index rank

It feels like inflation and affordability have been top-of-mind for many Americans over recent years, and uncertainty around the national economy also adds another level of distress. That's especially true for Houston residents, which were dubbed the second most financially distressed people in America earlier in 2026.

"Americans have faced significant financial challenges in recent years, as inflation, shifting unemployment levels, public health emergencies, and natural disasters have made it more difficult for many households to stay on top of their bills," the report said.

The top three states that have the least financially distressed residents are Maine (No. 50), Rhode Island (No. 49), and Hawaii (No. 48).

The top 10 most financially distressed states in America for 2026 are:

  • No. 1 – Kansas
  • No. 2 – Lousiana
  • No. 3 – Florida
  • No. 4 – Texas
  • No. 5 – South Carolina
  • No. 6 – Wyoming
  • No. 7 – Georgia
  • No. 8 – California
  • No. 9 – North Carolina
  • No. 10 – Kentucky
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A version of this article originally appeared on CultureMap.com.