Rice University to lead AI conferences in Paris this spring and summer

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The Rice Global Paris Center will host four conferences focused on AI. Photo via Getty Images

Houston’s own Rice University will host a series of conferences on artificial intelligence in Paris, France, starting this month. The series will tackle the impact and possibilities of AI in fields like econometrics and online privacy security.

“Artificial intelligence is transforming the global economy and raising profound questions about how technology intersects with society,” Caroline Levander, Rice’s vice president for global strategy, said in a news release. “By convening scholars from multiple disciplines and countries in Paris, Rice is helping shape the international conversation about how AI should be developed, governed and used.”

The four conferences in Paris aim for a multi-disciplinary approach that tackles aspects of AI from diverging angles. The conferences come as part of Rice’s increased partnership with French researchers at the Université Paris Sciences & Lettres. The two institutions have formed a binary star system of academic sharing and support.

“Paris has quickly become one of the most important global hubs for artificial intelligence research, entrepreneurship and policy,” Levander said. “For Rice, having a presence in the city allows our scholars to engage directly with that ecosystem while building collaborations that connect Europe and the United States around the future of AI.”

The conferences will be held at the Rice Global Paris Center. Topics scheduled are:

Emerging Topics in Operations Management: Platforms, Blockchains and AI

April 27-29

This conference will focus on how companies like Uber, Airbnb, Spotify, and DoorDash can use blockchain ledgers to deliver goods and services more transparently. It will also look at tokenized incentives, presumably forms of cryptocurrency and non-fungible tokens in the app space.

Econometrics and AI

May 5-7

This conference will explore how AI can be used in various economic statistical models and practices.

Human Flourishing in the Age of AI

June 3-5

This conference will be a collaboration between engineers and philosophers about the ethics and impact of AI on the lives of its users.

On the Crossroads of AI and Society: Incentives, Privacy and Fairness

July 15-16

This conference will consider how to stakeholders can ensure AI’s actions most benefit people, particularly in the fields of healthcare education, energy and public policy.

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Texas continues to embrace the volatile and controversial digital currency. Photo via David McBee/Pexels

Texas launches cryptocurrency reserve with $5 million Bitcoin purchase

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Texas has launched its new cryptocurrency reserve with a $5 million purchase of Bitcoin as the state continues to embrace the volatile and controversial digital currency.

The Texas Comptroller’s Office confirmed the purchase was made last month as a “placeholder investment” while the office works to contract with a cryptocurrency bank to manage its portfolio.

The purchase is one of the first of its kind by a state government, made during a year where the price of Bitcoin has exploded amid the embrace of the digital currency by President Donald Trump’s administration and the rapid expansion of crypto mines in Texas.

“The Texas Legislature passed a bold mandate to create the nation’s first Strategic Bitcoin Reserve,” acting Comptroller Kelly Hancock wrote in a statement. “Our goal for implementation is simple: build a secure reserve that strengthens the state’s balance sheet. Texas is leading the way once again, and we’re proud to do it.”

The purchase represents half of the $10 million the Legislature appropriated for the strategic reserve during this year’s legislative session, but just a sliver of the state’s $338 billion budget.

However, the purchase is still significant, making Texas the first state to fund a strategic cryptocurrency reserve. Arizona and New Hampshire have also passed laws to create similar strategic funds but have not yet purchased cryptocurrency.

Wisconsin and Michigan made pension fund investments in cryptocurrency last year.

The Comptroller’s office purchased the Bitcoin the morning of Nov. 20 when the price of a single bitcoin was $91,336, according to the Comptroller’s office. As of Friday afternoon, Bitcoin was worth slightly less than the price Texas paid, trading for $89,406.

University of Houston energy economist Ed Hirs questioned the state’s investment, pointing to Bitcoin’s volatility. That makes it a bad investment of taxpayer dollars when compared to more common investments in the stock and bond markets, he said.

“The ordinary mix [in investing] is one that goes away from volatility,” Hirs said. “The goal is to not lose to the market. Once the public decides this really has no intrinsic value, then it will be over, and taxpayers will be left holding the bag.”

The price of Bitcoin is down significantly from an all-time high of $126,080 in early October.

Lee Bratcher, president of the Texas Blockchain Council, argued the state is making a good investment because the price of Bitcoin has trended upward ever since it first launched in early 2009.

“It’s only a 16-year-old asset, so the volatility, both in the up and down direction, will smooth out over time,” Bratcher said. “We still want it to retain some of those volatility characteristics because that’s how we could see those upward moves that will benefit the state’s finances in the future.”

Bratcher said the timing of the state’s investment was shrewd because he believes it is unlikely to be valued this low again.

The investment comes at a time that the crypto industry has found a home in Texas.

Rural counties have become magnets for crypto mines ever since China banned crypto mining in 2021 and Gov. Greg Abbott declared “Texas is open for crypto business” in a post on social media.

The state is home to at least 27 Bitcoin facilities, according to the Texas Blockchain Council, making it the world’s top crypto mining spot. The two largest crypto mining facilities in the world call Texas home.

The industry has also come under criticism as it expands.

Critics point to the industry’s significant energy usage, with crypto mines in the state consuming 2,717 megawatts of power in 2023, according to the comptroller’s office. That is enough electricity to power roughly 680,000 homes.

Crypto mines use large amounts of electricity to run computers that run constantly to produce cryptocurrencies, which are decentralized digital currencies used as alternatives to government-backed traditional currencies.

A 2023 study by energy research and consulting firm Wood Mackenzie commissioned by The New York Times found that Texans’ electric bills had risen nearly 5%, or $1.8 billion per year, due to the increase in demand on the state power grid created by crypto mines.

Residents living near crypto mines have also complained that the amount of job creation promised by the facilities has not materialized and the noise of their operation is a nuisance.

“Texas should be reinvesting Texan’s tax money in things that truly bolster the economy long term, living wage, access to quality healthcare, world class public schools,” said state Sen. Molly Cook, D-Houston, who voted against the creation of the strategic fund. “Instead it feels like they’re almost gambling our money on something that is known to be really volatile and has not shown to be a tide that raises all boats.”

State Sen. Charles Schwertner, R-Georgetown, who authored the bill that created the fund, said at the time it passed that it will allow Texas to “lead and compete in the digital economy.”

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This story was originally published by The Texas Tribune and distributed through a partnership with The Associated Press.

The future of Web3, investing in Houston, and how founders need to be prepared for 2023 — Samantha Lewis of Mercury joins the Houston Innovators Podcast. Photo courtesy of Mercury

Houston investor shares what startup founders need to prioritize in 2023

houston innovators podcast Episode 165

Heading into the new year, startup founders in Houston and beyond need to focus on conserving and raising cash, says Samantha Lewis, principal of Houston-based venture capital firm Mercury.

“We all know it’s turbulent market times. We’re unsure where the market is going, and when there’s uncertainty in the public markets, that puts uncertainty in the private markets,” Lewis says on this week's episode of the Houston Innovators Podcast. “What I’ve been spending the past two quarters doing is working with our portfolio companies to just make sure our balance sheets are bulked up for what’s to come in 2023.”

She says Mercury's startup portfolio has focused on extending each company's runway financially through 2024 — and she recommends all startups to try to do the same. She advises on the show that even if a company raised funding within the past year, open on the same terms and valuation just to bridge the gap.

“In 2023, if things start to look up, great. But if things continue to be volatile, then we need to be prepared for it,” she says. “What we’re advising all of our startups to do is to get as much cash in the door right now as you can.”

She outlined a lot of this analysis in a report for Mercury looking back at the market in 2022. Lewis, who was named a member of the Class 27 of the Kauffman Fellows Program, a group of global innovation investors, factors in what she's experienced through the program at an international level.

Lewis is focused on what she calls the "power theme" at Mercury, which includes fintech, blockchain, web3, and more. She says these industries have been hit in particular within market uncertainty.

"Ultimately the companies that are now getting investment and see capital flow through them within Web3 are the ones that have been building a sustainable business from the beginning," she says. "And thinking about what are the real use cases that blockchain unlocks and how it adds economic value."

When it comes to VC activity, Lewis says 2023 has been plagued with "FOMO investing" — the fear of missing out on a buzzy new technology — and "hype projects." Investors were throwing money into Web3 technology that hadn't yet been vetted in a real way.

Mercury didn't do that, Lewis says. "We've been very disciplined about where we put dollars within Web3. We've done mostly infrastructure Web3, and the only thing we'll continue to do is infrastructure." She cites Topl, a Houston-founded blockchain network company, as an example.

On the podcast, she shares more about the tumultuous ride blockchain has had in 2022, and why she's still bullish on Web3 despite the bad actors within cryptocurrency. She also shares some of the things Mercury has been up to with its Houston-based portfolio and what's next for them.

Listen to the episode below, or wherever you get your podcasts — just search "Houston Innovators Podcast."

Topl's latest fundraising round includes participation from a Houston investor as well as international partners. Image via Getty Images

Houston-founded blockchain startup raises $15M series A to increase international impact

money moves

A blockchain technology company that was founded out of Rice University has closed its latest round of funding.

Founded in 2017, Topl is a blockchain-as-a-service company that's developing a purpose-built blockchain ecosystem to empower impact and sustainability within its userbase of businesses. The company's $15 million series A round was co-led by Houston-based Mercury, Republic Asia, and Malta-based Cryptology Asset Group.

“Topl’s blockchain was purpose built to power the next wave of supply chains and markets, that are more sustainable and inclusive,” says Chris Georgen, founder and managing director of Topl, in a news release. “Every decision we’ve made has been relentlessly focused on this problem and it’s exciting to see this approach yielding results with more than 30 different impact-forward use cases already live or approaching launch. Through this latest fundraise and with the strong network we’ve built, we’re looking to accelerate the growth of our ecosystem and setting a goal of at least 100 applications launched by next year.”

The company, which is now headquartered in Austin but still has a presence in Houston, has raised over $20 million in investment to date. Topl announced its $3 million seed round of funding — also led by Mercury — in 2020.

“Despite broader market dynamics across the Web3 sector, Topl’s strategic and early focus on users allowed the team to build an incredibly strong foundation that can weather cycles by providing an increasingly in-demand service to companies implementing various sustainable initiatives,” says Samantha Lewis, principal at Mercury, in the release. “We are excited to support Topl in this pivotal growth period.”

The round included two new international investors in Topl. Republic Asia is a newly launched arm of private investing platform Republic that is focused on fintech and web3 solutions. Houstonian Youngro Lee leads the division as executive vice president at Republic and head of Republic Asia and will join Topl's board to assist with international expansion.

“Sustainability and climate considerations are no longer mere luxuries, but an absolute necessity for companies to contribute to global finance and commerce,” Lee says in the release. “Topl will make it easier than ever for any organization around the world to harness the power of blockchain to track and monetize their positive environmental impact.”

Cryptology, with its European operations, also brings Topl key international presence.

"It's been an honor to see Topl progress from when it first entered Iconic Lab's accelerator program back in 2018 to where it is today," says Patrick Lowry, CEO of Cryptology, in the release. "Cryptology is hyper-focused on driving crypto adoption in an impact-focused, sustainable manner. We are proud to add Topl to our portfolio of companies and excitedly await Topl's network decentralization."

In addition to increasing its international impact, Topl will reportedly continue to build out its blockchain and technology. Per the release, Topl expects to launch a traceability platform for ethically and sustainably sourced products later this year.

Topl, which launched a grant program to fund Web3 startups and developers with inclusive and sustainable solutions, plans to announce its first 20 grant awards early next year. The grant recipients will also receive development, go-to-market, and fundraising support from Topl's team and network.

Blockchain growth and funds reaching new groups of people — this Houston investor has VC trends for 2022. Image via Getty Images

Houston expert shares 3 venture capital predictions for 2022

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New Year’s resolutions are all well and good, but this year, in true VC fashion, I’m making some New Year’s predictions, too. Though I’m not an oracle, I am an investor, which means I use what I learned in the past to guide my decisions in the present. With that in mind, here are three predictions for 2022.

Blockchain’s gaining ground and will be used to solve some of the world’s toughest problems.

This year, expect to see more corporates adopting blockchain. Blockchain is the digital recordkeeping technology that cryptocurrencies depend on, but its impact goes far beyond powering Bitcoin and giving speculative traders something to do. It allows corporations to do everything from transferring data more securely, to tackling supply chain issues (a problem we became all too familiar with last year), to eradicating the double spending problem in carbon credit markets and helping businesses prove their ESG claims.

When it comes to environmental, social, and governance (ESG) investing, blockchain will be a major part of the solution to a myriad of pressing issues, from climate change to social unrest.

On the environmental front, expect blockchain to be an essential tool in our quest to get to net zero: the technology allows companies to better track and trace their carbon footprint, and will lead to greater accountability across industries. It also has the potential to bring much-needed transparency to the global food supply chain, so that consumers can make informed decisions about the products they’re buying.

So much of the social unrest we are experiencing today is the result of power concentrated in too few hands and the lack of access to financial services. Blockchain is already being used to help the unbanked to improve their credit scores through microloans and to provide farmers with crop insurance. In 2022, blockchain will continue to democratize access to capital and unlock opportunities for retail investors to build wealth on their own terms.

As of last fall, 85 percent of the market cap of digital assets was driven by retail investor interest. In the first half of 2021 we saw a 100 percent increase in crypto users and a 700 percent growth in the DeFi token market cap. And there’s no signs of a slowdown. In December, Visa announced they were launching a “crypto advisory practice” to help their clients understand this next frontier. Visa’s announcement is just one of many announcements from major firms embracing the notion that digital assets will soon be a vital thread in the broader financial ecosystem.

If you let 2021 pass without getting educated on blockchain, 2022 is the time to dive deep.

The tech industry knows entrepreneurs can build from anywhere, and they’re doubling down on geographic diversity.

Until a few years ago, the conventional wisdom was that you couldn’t build a successful startup from anywhere but Silicon Valley. In 2022, entrepreneurs will build — and build successfully — in cities across the country, basing themselves in communities that best align with not only their industries, but their interests.

Rising innovation hubs will succeed based on how well they distinguish themselves from their counterparts. Want to build in a vibrant metropolitan area which is also the most diverse city in America and has built an inclusive startup ecosystem? Join us in Houston. Want to join a thriving ecosystem that is close to nature activities and still (somewhat) affordable? Move to Austin.

Though this geographic diversification started pre-pandemic, COVID-19 sped it up. In 2021, for the first time in more than 10 years, the percentage of seed capital going to Bay Area startups fell under 30 percent. The possibility of building an innovation community anywhere is finally becoming a reality as the pandemic years forced digital adoption and innovative thinking.

The upshot: if you’re a founder looking to lay roots, you can find the soil that’s best for your growth.

For women, Black and Latinx founders, the needle is moving in 2022.

For years now, a few in the tech industry have been working hard to diversify capital allocation, planting seeds aimed at getting more capital into the hands of women, Black and Latinx founders. In 2022, those seeds will sprout.

Two years ago, only 5.6 percent of VC firms in the U.S. were women-led, and of those 73 percent had been founded in the previous five years. But venture is a long game so investing initiatives can take years. When women are writing the checks, they tend to fund more diverse teams, which, in turn, routinely outperform teams with no women or people of color.

The work, in short, is paying off. In 2021, venture firms founded by women were on pace to bring in over 7 billion dollars, nearly one billion dollars over the previous high, from 2019. Expect the trend to continue into this year.

In summary, expect 2022 to be a blockbuster year for blockchain utility, and enjoy the increased capital deployed into previously underrepresented founders living all across America. We’ll check back in 2023 to see how I did.

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Samantha Lewis is principal at Houston-based venture capital firm, Mercury Fund.

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Houston ranks among 15 U.S. hot spots for women in tech

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Houston is soaring among the best places in the U.S. for women in tech, a new report says. Houston ranked No. 15 nationwide in SmartAsset's new report, "Best and Worst Cities for Women in Tech — 2026 Study," which compared the 50 biggest U.S. cities across four metrics:

Gender pay gap — women's median earnings as a percentage of men’s median earnings in tech
The share of all tech workers that are women
The overall concentration of employment for tech workers, defined as "tech workers as a share of the local workforce"
Women tech workers’ median earnings, adjusted for regional price parity

For the purpose of the study, tech workers are defined as "city residents employed in computer and mathematical occupations." The study's findings show that fewer than 9,500 tech workers in Houston are women, or 25.6 percent of the total tech workforce in the city. In total, tech workers in general make up less than 3 percent of the Houston workforce.Despite the high ranking, women tech workers in Houston have a sizeable gap to cross to receive equal pay compared to their male counterparts in the same industry. Women tech workers make just over $97,000 in median earnings after adjusting for regional price parity, which is only 93 percent of what male tech workers make, SmartAsset found.

There are only two U.S. cities where women in tech earn more than what their male counterparts: Miami and Memphis, Tennessee. Women tech workers in Miami make an adjusted $88,650 in median earnings, or 101.7 percent of what men in tech make. In Memphis, women make $84,718 in adjusted earnings, or 101.5 percent of what men in tech earn.

The findings also assert that women remain underrepresented in the nation's overall tech sector, despite making up nearly half of the total workforce. Only 22.6 percent of the country's tech labor force is made up of women, according to the Equal Employment Opportunity Commission."Opportunities for women in tech can vary considerably by location, and these differences shape access to jobs, career advancement and earning potential," the report's author wrote. "In some places, women account for a larger share of tech workers, face narrower pay gaps and enjoy a stronger local labor market. In others, they may encounter a more challenging career environmentThe six other Texas cities that earned spots in the report are Austin (No. 6), Fort Worth (No. 26), Dallas (No. 32), Arlington (No. 38), San Antonio (No. 42), and El Paso (No. 49).

The top 10 best U.S. cities for women in tech are:

No. 1 – San Jose, California
No. 2 – Seattle, Washington
No. 3 – San Francisco, California
No. 4 – Atlanta, Georgia
No. 5 – Baltimore, Maryland
No. 6 – Austin, Texas
No. 7 – Oakland, California
No. 8 – Portland, Oregon
No. 9 – Boston, Massachusetts
No. 10 – Minneapolis, Minnesota

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This article first appeared on CultureMap.com.

2026 Houston Innovation Awards finalists revealed and more top stories

Trending News

Editor's note: The top Houston innovation news for the first half of October celebrates the finalists for our sixth annual awards program. Plus, Rice launches a new venture fund and an energy AI company picks Houston for its first U.S. office. Here are the five most-read stories published October 1-15, 2026:

Announcing the 2026 Houston Innovation Awards finalists

InnovationMap is proud to reveal the finalists for the 2026 Houston Innovation Awards. The sixth annual Houston Innovation Awards program returns in an all-digital format this fall to honor the best of Houston's innovation ecosystem, including startups, entrepreneurs, mentors, and more. Get to know our finalists in more detail through editorial spotlights on InnovationMap.com leading up to the winner announcement in mid-November. Continue reading.

Meet the esteemed judges for the 2026 Houston Innovation Awards

Our 2026 Houston Innovation Awards judging panel comprises past award winners who represent a variety of industries and areas of expertise. They are joined by InnovationMap's interim editor. All are deeply engaged in the Houston innovation ecosystem. Continue reading.

Energy AI company opens first U.S. office at Houston's the Ion

Building on its partnership with Houston-based oilfield services provider Halliburton, energy-sector AI company Shape Digital recently opened an office at The Ion. It’s the company’s first U.S. location. Shape Digital’s workforce in Houston includes employees specializing in tech support, business development and client services. The company’s local hiring projections and headcount weren’t available. The new office will be located within Industrious at the Ion, according to Rice Alliance. Continue reading.

Rice University launches new venture fund for university-affiliated startups

Rice University has launched its new One Giant Leap Ventures Fund I, which will invest in the university’s spinouts and alumni-founded startups. The early-stage institutional venture fund will function with a hybrid structure that allows for participation from traditional equity investors and philanthropic investors. According to the university, the fund will invest up to $500,000 per Rice-affiliated company. To be considered eligible for funds, companies must use intellectual property licensed by the university or be led or founded by alumni. Continue reading.

Here’s where wages grew the most in Houston since 2021, according to new report

Bolstered by a thriving manufacturing sector, Waller County—the country’s second-fastest-growing county—leads all Houston-area counties for the growth of pay from 2021 to 2026, according to a new study. The study, conducted by personal finance website SmartAsset, found average pay in Waller County rose 48 percent from 2021 to 2026. The county’s average weekly pay climbed from $891 to $1,323 during that period. Continue reading.

5 female-founded Houston startups shine as Innovation Awards finalists

meet the finalists

Houston is home to many standout female founders, making inroads and breakthroughs in every industry.

As part of the 2026 Houston Innovation Awards, our Female-founded Business category honors women-led startups that are shaping Houston innovation.

Five female-founded businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from an AI startup for C-Suite execs to a company developing semi-autonomous crawler robots for corrosion detection.

Read more about these innovative startups and the visionary female founders behind them below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Adair

Artificial intelligence startup Adair uses computational linguistics and behavioral economics to measure, model and quantify the impact of spoken and written language on firm valuation and stock prices. The company works with C-Suite executives of public companies on high-stakes communications before they go live.

The company was founded last year by CEO Kathleen Perley, CPO Alex Duong and CTO Anthony Grivet. It raised $5.6 million earlier this year, according to its application.

ARIX Technologies

Energytech startup ARIX Technologies has developed a semiautonomous VENUS crawler robot to detect corrosion under insulation before it becomes a failure. The robots climb insulated piping in refineries, chemical plants and energy facilities to capture inspection data without removing insulation or building scaffolding. ARIX's inspection portal then turns information from the inspection into data a company can act on.

ARIX was founded in 2017 by Dianna Liu, who serves as director, and Head of Product Petter Wehlin. Craig Malloy serves as CEO. The company has raised more than $22 million in seed funding and a Series A round, according to its application.

Bairitone Health

Healthtech startup Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

FlowCellutions

Energytech startup FlowCellutions is developing a chemistry-agnostic diagnostics platform for flow and metal-air batteries supporting data centers and critical infrastructure. The platform is designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from approximately seven years to more than 30 years. It has deployed four paid pilots and plans to take insights from the programs to develop its next-gen sensor platform technology.

CEO Becca Segel founded the company in 2022. It is a member of Greentown Labs, and Segel was a 2025 Activate Fellow. The company has raised over $2 million in non-dilutive funding and received a $1.5 million NSF SBIR Fast-Track award earlier this year.

ParaDocs Health

Healthtech startup ParaDocs Health is developing a clinical intelligence platform that helps doctors and care teams streamline administrative tasks and make better use of patient records. Its technology organizes fragmented clinical data into actionable insights, helping care teams identify gaps in care, assess patient risks and simplify documentation and reimbursement.

ParaDocs was founded in 2022 by CEO Dr. Dhini Nasution and CTO Dr. Omar Mohtar. The company participated in the TMCi Biodesign Program and raised a preseed round last year, according to its application.

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