DivInc wrapped its inaugural Clean Energy Tech accelerator this month. Photo via LinkedIn

DivInc, a Texas-based accelerator focused on uplifting people of color and women founders, recently concluded their inaugural clean energy cohort, catapulting several early-stage companies to major milestones.

The 12-week intensive Clean Energy Tech accelerator program sponsored by Chevron and Microsoft instructed seven clean energy startup founders at the Ion, through a variety of workshops, mentor sessions, and deep dives with VC professionals. DivInc also gave each startup a non-dilutive $10,000 grant to use during the course of the program.

Cherise Luter, marketing director at DivInc, said the Austin-based development program decided to expand from its previous accelerators — Women in Tech and Sports Tech — into clean energy because it is a newer industry with ample potential.

“Clean energy is an emerging space where founders like ours, women and POC founders, can really get in on the ground floor in a great way so that they are building as well as benefiting from this new space,” Luter tells EnergyCapital.

Luter said corporate partners Chevron and Microsoft were similarly on board with prioritizing diversity in the clean energy sector and together they agreed Houston would be the best place to headquarter the accelerator for its expansive resources, particularly VCs.

“Houston, as the energy capital, the resources, connections, and network are here, and we have found that those are the things that are most important for our founders to be able to really take their companies to the next level,” Luter explains.

The participating startups’ focuses ranged from innovations in solar power to electric vehicle charging stations, but these corporations were all united in aiding the clean energy transition.

“It’s so interesting with this particular cohort, how they are really merging the human part of clean energy – how it’s contributing to a better life for people–with a better situation for our environment and our climate,” Luter says.

The inaugural cohort included one to two entrepreneurs from the following companies:

  • BlackCurrant Inc., based in Chicago, is transforming the hydrogen industry by simplifying OTC transactions and offering a comprehensive platform for businesses to seamlessly obtain equipment, fuel, and services essential for hydrogen adoption.
  • Owanga Solar, founded by two Emory University law students in Georgia, delivers sustainable and affordable solar energy solutions to households and businesses in the Democratic Republic of Congo.
  • Maryland-based Pirl Technology Inc. is building next generation electric vehicle charging stations.
  • Houston-based Quantum New Energy has a software platform, called EnerWisely, that helps those who own assets that reduce carbon emissions, like solar panels, generate high quality, verifiable carbon credits that don’t green wash.
  • SOL roofs, founded by Austinite Daniel Duerto, is creating the next generation of solar roofs through innovating existing technologies.
  • WIP International Services LLC, a Houston-based company, is addressing drinking water scarcity with its atmospheric water generators, which produce fresh drinking water from the humidity in the air.

Tracy Jackson, CEO of WIP International Services LLC, announced on the accelerator’s demo day her Houston-based company that produces atmospheric water generators, which transform humid air into clean drinking water, contracted with several schools in El Salvador for a pilot program to send 40 of their smaller models.

“We’re going to continue on our path and we’re looking forward to signing more international contracts and look forward to having any local opportunities that we can develop as well,” Jackson says.

Since the program ended, Luter shared WIP has also secured a “major international contract in Mexico.”

Luter also shared that accelerator participant Quantum New Energy, a climatech Houston-based company, has pre-launched expansion of EnerWisely, their software that tracks carbon credits, for commercial facilities.

Luter says DivInc plans to eventually host another cohort of their clean energy accelerator and they are continuing to accept applications from founders on a rolling basis.

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This article originally ran on EnergyCapital.

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

Web3 technology has the potential to bring communities together, say Houston innovators

discussing DWeb

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

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New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.

SpaceX to get more than 700 acres of Texas wildlife refuge in land swap

Space News

A federal judge on Monday, September 21, refused to block the Trump administration from giving SpaceX more than 700 acres of wildlife refuge as part of a land swap in Texas, while environmental groups vowed to continue their legal challenge.

U.S. District Judge Fernando Rodriguez Jr. declined the plaintiffs' request for a preliminary injunction to prevent the parcel exchange, saying they failed to prove it would worsen ecological risks to a Gulf Coast region already transformed by billionaire Elon Musk’s rocket operations.

In June, the U.S. Fish and Wildlife Service approved moving forward with the deal with SpaceX, which would surrender 683 acres the company owns in exchange for the federal land in the Lower Rio Grande Valley National Wildlife Refuge. The 103,000-acre refuge spans four counties along the Texas border and is home to animal habitats and historical landmarks.

Maps show the land SpaceX would acquire would be closer to the company's launchpad near the U.S.-Mexico border.

The swap amounts to a gift of public lands to SpaceX, “clearing the way for bulldozers to tear into this wildlife refuge as soon as next week and turn a public treasure into a private payday,” said Laiken Jordahl, a spokesperson with the Center for Biological Diversity, which filed the lawsuit alongside other opponents including tribal groups. Jordahl said Monday that the litigation will continue even as the exchange goes forward.

“This court order is not the final word. These lands hold incredible spiritual, historical and conservation value for the people and wildlife of South Texas. We won’t stop fighting to keep this irreplaceable public wildlife refuge safe from SpaceX bulldozers,” Jordahl said in a statement.

The lawsuit asks the federal court to halt the exchange, which has worried SpaceX opponents in the area who have long criticized the company's expanding footprint over lost access to beaches and concerns over exploding rockets.

The Fish and Wildlife Service didn’t respond to a request for comment on Monday’s decision. Previously, a spokesperson had said the agency does not comment on ongoing litigation.

The agency issued a final environmental assessment report in June that determined the exchange would cause no significant impact to the area. The report said the federal government believed the acquisition would represent a “net conservation benefit” and provide “substantial long-term conservation value and improving landscape-scale habitat connectivity across refuges in South Texas.”

The judge said that the plaintiffs offered “relatively weak” evidence of environmental harm.

“While they rightfully argue that the preservation of wildlife and historical lands furthers the public interest, they present no evidence demonstrating that the Property will suffer aesthetic, environmental, cultural, or historical degradation during the pendency of this lawsuit,” Rodriguez wrote in his ruling.

In addition, the judge said a preliminary injunction would result in modifications to SpaceX’s development plans, “placing additional hardship on the company’s ability to meet milestones and contractual obligations.”

SpaceX did not return an email seeking comment on the judge's ruling.

The space exploration company first broke ground in Texas more than a decade ago and has expanded rapidly, so much that SpaceX employees last year voted to incorporate their own local government called Starbase.