OpenSafe.AI, a new platform that utilizes AI, data, and hazard and resilience models to support storm response decision makers, has secured an NSF grant. Photo by Eric Turnquist

Researchers from Rice University have secured a $1.5 million grant from the National Science Foundation to continue their work on improving safety and resiliency of coastal communities plagued by flooding and hazardous weather.

The Rice team of engineers and collaborators includes Jamie Padgett, Ben Hu, and Avantika Gori along with David Retchless at Texas A&M University at Galveston. The researchers are working in collaboration with the Severe Storm Prediction, Education and Evacuation from Disasters (SSPEED) Center and the Ken Kennedy Institute at Rice and A&M-Galveston’s Institute for a Disaster Resilient Texas.

Together, the team is developing and hopes to deploy “Open-Source Situational Awareness Framework for Equitable Multi-Hazard Impact Sensing using Responsible AI,” or OpenSafe.AI, a new platform that utilizes AI, data, and hazard and resilience models "to provide timely, reliable and equitable insights to emergency response organizations and communities before, during and after tropical cyclones and coastal storm events," reads a news release from Rice.

“Our goal with this project is to enable communities to better prepare for and navigate severe weather by providing better estimates of what is actually happening or might happen within the next hours or days,” Padgett, Rice’s Stanley C. Moore Professor in Engineering and chair of the Department of Civil and Environmental Engineering, says in the release. “OpenSafe.AI will take into account multiple hazards such as high-speed winds, storm surge and compound flooding and forecast their potential impact on the built environment such as transportation infrastructure performance or hazardous material spills triggered by severe storms.”

OpenSafe.AI platform will be developed to support decision makers before, during, and after a storm.

“By combining cutting-edge AI with a deep understanding of the needs of emergency responders, we aim to provide accurate, real-time information that will enable better decision-making in the face of disasters,” adds Hu, associate professor of computer science at Rice.

In the long term, OpenSafe.AI hopes to explore how the system can be applied to and scaled in other regions in need of equitable resilience to climate-driven hazards.

“Our goal is not only to develop a powerful tool for emergency response agencies along the coast but to ensure that all communities ⎯ especially the ones most vulnerable to storm-induced damage ⎯ can rely on this technology to better respond to and recover from the devastating effects of coastal storms,” adds Gori, assistant professor of civil and environmental engineering at Rice.

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This article originally ran on EnergyCapital.

Rice University's athletic programs will be supported by Houston startup BeOne Sports' technology. Photo courtesy of Rice University

Rice University announces partnership with Houston sports tech startup to enhance student athletics

dream team

Rice University — in an effort to enhance athletics and research-driven innovation — has formed a partnership with a startup founded by its alumni.

BeOne Sports, a sports performance technology company developed a platform for mobile motion-capture AI and advanced data analytics, will integrate its technology within Rice's sports medicine and rehabilitation programs.

“This partnership aligns perfectly with Rice University’s mission to harness innovation for the betterment of our community,” Rice President Reginald DesRoches says in a news release. “By integrating cutting-edge technology from BeOne Sports with our already world-class athletic and academic programs, we are providing our student athletes with the tools they need to excel both on the field and in life. This collaboration is a testament to Rice’s commitment to leading through innovation and offering unparalleled opportunities for our students.”

Rice MBA alumni Scott Deans and Jason Bell founded the company alongside former Rice student-athlete James McNaney. BeOne's “Comparative Training” technology uses artificial intelligence and computer vision technology to support elite-level training, per the Rice release.

“BeOne Sports was born from the collaborative environment at Rice, where business leaders and engineers work together to solve real-world problems” Deans, who serves as CEO of BeOne Sports, adds. “We’re thrilled to continue that journey with Rice Athletics as we build the world’s first human recognition models specifically designed for sports performance and beyond. Our mission is to provide cutting-edge technology to maximize potential in the simplest, fastest and most versatile ways possible. This partnership with Rice is an exciting step toward democratizing access to sports technology for athletes and coaches at all levels.”

Tommy McClelland, vice president and director of athletics, says the new technology will allow enhanced athlete monitoring that will contribute to rehabilitation and injury prevention.

“At Rice Athletics, we are always striving to be at the forefront of innovation, and our partnership with BeOne Sports exemplifies that commitment,” he says. “By leveraging their state-of-the-art AI technology and data analytics, we can elevate how we support and develop our athletes — ensuring they are healthier, stronger and better prepared to succeed both athletically and academically. We’re excited about how this collaboration will position Rice as a leader in athlete care and performance.”

Additionally, the partnership will create academic and professional development opportunities for students, faculty, and other Rice community members, something that Rice's Office of Innovation seeks to offer in its continuing dedication to fostering an ecosystem of innovation, says Paul Cherukuri, Rice’s chief innovation officer.

“BeOne Sports exemplifies the innovative spirit we champion at Rice, where entrepreneurship and engineering excellence converge,” he says. “As a startup founded by former Rice MBA students and athletes in collaboration with our computer science engineers, BeOne reflects Rice’s dedication to cultivating talent and driving transformative change. This partnership showcases how our innovation ecosystem is expanding beyond business into athletics, creating new opportunities that benefit both our students and the world at large.”

ViVa Center — located at the old Compaq headquarters — received $40 million in C-PACE financing to revitalize its facility. Rendering courtesy of ViVa Center

Houston tech hub secures $40M to meet rising data center needs

fresh funding

A technology hub in Houston has fresh funding to drive tech advancement and data center growth.

Texas’ Commercial Property Assessed Clean Energy (C-PACE) program Lone Star PACE has arranged $40 million in C-PACE financing for the revitalization of ViVa Center in Houston to help support the development of data centers that revolve around the growth of AI.

“At ViVa Center, our commitment to technological innovation and forward-thinking design drives the integration of state-of-the-art building systems,” Freddy Vaca, president of VivaVerse Solutions said in a news release.

The facility is a turnkey data center that caters to hyper-scale users in cloud computing and AI.

VivaVerse Solutions’ ViVa Center is a 2.3-million-square-foot technology hub that was once Compaq headquarters, and also once owned by Hewlett-Packard Enterprise. The ViVa Center will offer 250 megawatts of power, a dedicated chilled water plant and a natural gas pipeline for energy generation with the new development. In addition, improvements will include LED lighting, advanced HVAC systems, energy-efficient windows, and high-efficiency plumbing upgrades.

“We are thrilled to have partnered with VivaVerse Solutions on this much-needed project,” Lee McCormick, president of Lone Star PACE said in a news release. “Demand for data center infrastructure has exploded amid a rise in data consumption and technological innovation, and it’s exciting to see C-PACE play a role in meeting that need.”

C-PACE gives access to property owners to long-term financing for energy and water conservation systems at commercial buildings at lower costs. The property owners can use C-PACE to finance building retrofits, recapitalizations , or new construction. Nuveen Green Capital served as a capital provider for the project. The project involves retrofitting an existing building with Phase 1 being scheduled for completion this fall.

“We are proud to expand our partnership with Lone Star PACE by providing $40 million in C-PACE capital to VivaVerse Solutions for the deep retrofit of their data center,” Sean Ribble, senior director of originations at Nuveen Green Capital, said in a news release. “ In a capital-constrained market, more owners and developers are recognizing the value of C-PACE as a flexible, cost-efficient financing solution for commercial real estate projects of all asset classes. We look forward to supporting many more C-PACE deals across Texas as the platform continues its expansion as a more mainstream financing option.”

When you are aware of the red flags and scams, you are better prepared to not become a victim to their crimes. Photo via Getty Images

Houston expert on recognizing AI scams in hiring, recruitment, and retention

guest column

Attracting the best and the brightest employees is the goal of every startup and small business. Making these efforts more difficult, beyond the tight labor market in some industries, some employers are becoming the target of job scams — ones that seem unbelievable but occur include an unknown face showing up on the first day of work.

These scams occur because the candidate hired someone else to sit in for them during their video interview. Due to the remote nature of our work environment, some remote employees pay someone else to complete their job duties.

More sophisticated scammers can use deep-fake AI technology to mimic real people in interviews. Once the scammer is hired, they may steal data or install ransomware. AI technology continues to evolve, and so will scams. This is why it is crucial to know how to identify a scam and prepare to protect your business.

Watch for red flags

Fake-applicant scams, whether high- and low-tech, commonly target remote jobs. Most low-tech fake applicants are not trying to hack into your system. They are typically focused on making a good impression, even though they misrepresent their background and skills to get the job.

When recruiting, thorough background checks should identify scammers; however, you ideally want to identify the scam before it gets that far. The red flags to look for is a resume that is “perfect” for the job, exact verbiage of the job description, a LinkedIn profile with little information and error-filled emails. You do not want to assume the worst, but these tactics should be on your radar.

Know about deep-fake AI

Advanced technologies continue to improve making it harder to identify deep-fake AI candidates. Most people have seen footage of celebrities or politicians that seem real, but deep-fake technologies were used. There are many times the difference is imperceptible. This technology makes it even harder to tell the difference between a real or fake applicant. If you know what to look for, there are a few things to look out for, such as a candidate having a slight disconnect between their voice and their mouth movement. Syncing issues can happen to real people with poor Wi-Fi connections, but recruiters can address it with the candidate during the conversation, and it tends to correct itself.

Paying close attention to a candidate’s legal documents can help identify deep-fake AI candidates. When personal information does not align, you must determine if it was an honest mistake or something more sinister. When you require one in-person interview during the process, it helps verify the candidate’s identity. Real applicants will not have a problem with a face-to-face interview, where scammers will not agree to it and remove themselves from the process.

As deepfakes become more prevalent, there are new resources teaching people the difference between AI-generated images and reality like Northwestern University’s “Detect Fakes.”

Utilize background checks

Checking references and conducting background checks are an important step in finding the best candidate who fits your organization. These are crucial steps that should not be skipped. It is here where many business owners identify red flags that were not visible in prior interview stages. You become more prone to corrupt applicants when you do not look into a candidate’s work and education history.

Ask deeper interview questions

It is good practice to ask more open-ended questions during an interview but going beyond “yes” and “no” answers help spot scammers. Asking questions that require the candidate to tell a story about their experience helps you determine if the candidate is a real person. Employe the 80/20 rule – allowing the applicant to do 80 percent of the talking while the interviewer only speaks 20 percent of the time – is great interview technique for everyone, but crucial when trying to cull out a scammer.

With new technologies come new scams. There are many things business owners need to think about, and safeguarding your business from nefarious applicants should be high on the list when hiring. When you are aware of the red flags and scams, you are better prepared to not become a victim to their crimes.

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Jill Chapman is a director of early talent programs with Insperity, a leading provider of human resources and business performance solutions.

Biostate AI has emerged from stealth this week — with $4 million and a mission to design AI products to predict human and animal health changes. Photo via Getty Images

New health-focused generative AI company emerges from stealth with Houston office, $4M in funding

eyes on ai

A new scalable biodata foundry startup has emerged from stealth with $4 million in investment funding and two new health care artificial intelligence tools. The company is co-located in Houston and Palo Alto, California.

Biostate AI was co-founded by former Rice Professor David Zhang, who serves as the company's CEO, in 2023. With the launch, the company announced two service products: Total RNA sequencing and Copilot for RNAseq data analysis, Biostate reveals in a press release.

"The successful training of any AI well requires large quantities of relevant and high-quality data," Zhang says in the release. "Biostate AI has developed the instrumental technologies to facilitate the collection of more biological data at lower costs. We are pleased to offer these capabilities to academic and industry partners and collaborators."

The company has raised more than $4 million in venture funding. Matter Venture Partners led the initial round, with participation from Vision Plus Capital, Catapult VC, and the California Institute of Technology through the Caltech Seed Fund. Additional investors included Dario Amodei, CEO of Anthropic; Joris Poort, CEO of Rescale; Michael Schnall-Levin, CTO of 10X Genomics; and Emily Leproust, CEO of Twist Bioscience.

"AI is the next frontier and AI needs data, and biological data is a lot harder to get than text or images. We are excited about the potential for Biostate's technology to dramatically lower the cost of collecting RNAseq datasets," adds Haomiao Huang, founding partner at Matter Venture Partners, in the release. "As a US company, Biostate's affordable AI-embedded CRO services are much needed today as the supply of preclinical research services shrinks due to geopolitical tensions."

With an ultimate goal of designing AI products to predict human and animal health changes, Biostate AI is looking to partner with academic researchers, hospital biorepositories, and pharma and other biotech companies.

In addition to its two launched products, Biostate AI has filed nine pending patents on its technologies and is collaborating with Twist Bioscience and California Institute of Technology.

With its official launch, Biostate AI also debut OmicsWeb Copilot, a conversational AI that aids biologists in and visualizing data. Using large-language models, the platform provides access to over 1000 unique RNAseq datasets collected by the Biostate team.

"Bioinformatic analysis of RNAseq and other omics data is a highly complex, multi-step process that currently takes many hours of dedicated specialized programming," explains Ashwin Gopinath, co-founder and CTO of Biostate AI, in the release. "As we scaled up our RNAseq data collection in the past year, we started building OmicsWeb Copilot as an internal tool to help our scientists make sense of the data. And then we realized other people may also find this tool useful, so we're opening it up to the general public for free."

Biostate is asking those interested in collaboration to reach out at partnerships@biostate.ai.

The advent of AI pushes us humans to acquire new skills and hone our existing abilities so we can work alongside these evolving technologies in a collaborative fashion. Image via Getty Images

Why this Houston innovator isn't afraid of AI coming for her job

Guest Column

Over the past 10 years of my career, I have been afforded unique opportunities to work in many roles across the healthcare industry. This includes stints in HR, sales, marketing, and operational roles at a myriad of organizations including small start-up companies, hospital networks, and even my own single-member LLC.

The uncertainty of the job market is ever evolving with close to 200,000 tech workers being laid off last year alone. The rise of AI is changing the employment structure across all industries which is why I feel fortunate to have a plethora of experiences and skills to pull from.

There is mounting concern about AI taking away our jobs, but in reality, we have been living harmoniously with AI tools for quite some time (think – spell check or autocorrect on your text messages). In many instances, we appreciate the benefits that AI brings including automation of repetitive tasks, data entry, and increased efficiencies. Don’t get me wrong, AI is certainly being exploited in some use cases like deepfakes so it is essential to stay vigilant. Overall, I am optimistic about AI improving healthcare, an area where we are experiencing significant financial strains, an overburdened workforce, and clinician shortages.

The advent of AI pushes us humans to acquire new skills and hone our existing abilities so we can work alongside these evolving technologies in a collaborative fashion. AI augments human capabilities rather than replacing us. I believe it will help our society embrace lifelong learning, creating new industries and jobs that have never existed before. These are some reasons why I am not worried about AI eliminating my job in the near future:

AI does not have human skills

AI may be able to beat humans at intelligent tasks like chess, yet prowess such as communication, teamwork, leadership, and emotional intelligence are increasingly important and difficult to automate. According to LinkedIn, the most in-demand skills for professionals are all uniquely human abilities, working in tandem with AI to drive organizational success. In addition, many jobs require some level of creative thinking, making them less susceptible to automation.

AI is not a physical being

Even after living through a global pandemic where many jobs existed only virtually, there is no replacement to the physical being or human touch. Technology can fill a lot of gaps but sitting face to face with another human being is not one of them. In fact, Forbes reported that 90 percent of companies will return to the office in 2024. There will always be power in bringing people together, whether one-on-one meetings, team gatherings, or company wide events.

AI alone cannot implement change

Technology is only as powerful as the people who use it. Sometimes, the hardest part of innovation is not adopting new technology or implementing different protocols but simply getting people to change. Nonetheless, adaptability has proven time and time again to be one of the strongest human traits. Change takes time and trust, both of which AI cannot solve on its own.

While working on this article, I wanted to see what the AI expert thinks and asked “Should I be worried about AI taking away my job?” Here is what Chat GPT responded:

While there is potential for AI to automate certain jobs, it also creates opportunities for new roles and enhances productivity. The key to mitigating the risk is to stay informed, continuously learn, and adapt to new technologies. Emphasizing uniquely human skills and exploring how AI can be a tool rather than a replacement can help secure your place in the evolving job market.

I appreciate Chat GPT’s confidence that humans and AI can co-exist. The future is already here.

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Arielle Rogg is the principal and founder of Rogg Enterprises, a Houston-based company providing digital marketing for health care innovators. 

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Rice University launches hub in India to drive education, tech innovation abroad

global mission

Rice University is launching Rice Global India, which is a strategic initiative to expand India’s rapidly growing education and technology sectors.

“India is a country of tremendous opportunity, one where we see the potential to make a meaningful impact through collaboration in research, innovation and education,” Rice President Reginald DesRoches says in a news release. “Our presence in India is a critical step in expanding our global reach, and we are excited to engage more with India’s academic leaders and industries to address some of the most pressing challenges of our time.”

The new hub will be in the country’s third-largest city and the center of the country’s high-tech industry, Bengaluru, India, and will include collaborations with top-tier research and academic institutions.

Rice continues its collaborations with institutions like the Indian Institute of Technology (IIT) Kanpur and the Indian Institute of Science (IISc) Bengaluru. The partnerships are expected to advance research initiatives, student and faculty exchanges and collaborations in artificial intelligence, biotechnology and sustainable energy.

India was a prime spot for the location due to the energy, climate change, artificial intelligence and biotechnology studies that align with Rice’s research that is outlined in its strategic plan Momentous: Personalized Scale for Global Impact.

“India’s position as one of the world’s fastest-growing education and technology markets makes it a crucial partner for Rice’s global vision,” vice president for global at Rice Caroline Levander adds. “The U.S.-India relationship, underscored by initiatives like the U.S.-India Initiative on Critical and Emerging Technology, provides fertile ground for educational, technological and research exchanges.”

On November 18, the university hosted a ribbon-cutting ceremony in Bengaluru, India to help launch the project.

“This expansion reflects our commitment to fostering a more interconnected world where education and research transcend borders,” DesRoches says.

UH-backed project secures $3.6M to transform CO2 into sustainable fuel with cutting-edge tech

funds granted

A University of Houston-associated project was selected to receive $3.6 million from the U.S. Department of Energy’s Advanced Research Projects Agency-Energy that aims to transform sustainable fuel production.

Nonprofit research institute SRI is leading the project “Printed Microreactor for Renewable Energy Enabled Fuel Production” or PRIME-Fuel, which will try to develop a modular microreactor technology that converts carbon dioxide into methanol using renewable energy sources with UH contributing research.

“Renewables-to-liquids fuel production has the potential to boost the utility of renewable energy all while helping to lay the groundwork for the Biden-Harris Administration’s goals of creating a clean energy economy,” U.S. Secretary of Energy Jennifer M. Granholm says in an ARPA-E news release.

The project is part of ARPA-E’s $41 million Grid-free Renewable Energy Enabling New Ways to Economical Liquids and Long-term Storage program (or GREENWELLS, for short) that also includes 14 projects to develop technologies that use renewable energy sources to produce sustainable liquid fuels and chemicals, which can be transported and stored similarly to gasoline or oil, according to a news release.

Vemuri Balakotaiah and Praveen Bollini, faculty members of the William A. Brookshire Department of Chemical and Biomolecular Engineering, are co-investigators on the project. Rahul Pandey, is a UH alum, and the senior scientist with SRI and principal investigator on the project.

Teams working on the project will develop systems that use electricity, carbon dioxide and water at renewable energy sites to produce renewable liquid renewable fuels that offer a clean alternative for sectors like transportation. Using cheaper electricity from sources like wind and solar can lower production costs, and create affordable and cleaner long-term energy storage solutions.

Researchers Rahul Pandey, senior scientist with SRI and principal investigator (left), and Praveen Bollini, a University of Houston chemical engineering faculty, are key contributors to the microreactor project. Photo via uh.edu

“As a proud UH graduate, I have always been aware of the strength of the chemical and biomolecular engineering program at UH and kept myself updated on its cutting-edge research,” Pandey says in a news release. “This project had very specific requirements, including expertise in modeling transients in microreactors and the development of high-performance catalysts. The department excelled in both areas. When I reached out to Dr. Bollini and Dr. Bala, they were eager to collaborate, and everything naturally progressed from there.”

The PRIME-Fuel project will use cutting-edge mathematical modeling and SRI’s proprietary Co-Extrusion printing technology to design and manufacture the microreactor with the ability to continue producing methanol even when the renewable energy supply dips as low as 5 percent capacity. Researchers will develop a microreactor prototype capable of producing 30 MJe/day of methanol while meeting energy efficiency and process yield targets over a three-year span. When scaled up to a 100 megawatts electricity capacity plant, it can be capable of producing 225 tons of methanol per day at a lower cost. The researchers predict five years as a “reasonable” timeline of when this can hit the market.

“What we are building here is a prototype or proof of concept for a platform technology, which has diverse applications in the entire energy and chemicals industry,” Pandey continues. “Right now, we are aiming to produce methanol, but this technology can actually be applied to a much broader set of energy carriers and chemicals.”

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This article originally ran on EnergyCapital.

Houston innovator drives collaboration, access to investment with female-focused group

HOUSTON INNOVATORS PODCAST EPISODE 262

After working in technology in her home country of Pakistan, Samina Farid, who was raised in the United States, found her way to Houston in the '70s where business was booming.

She was recruited to work at Houston Natural Gas — a company that would later merge and create Enron — where she rose through the ranks and oversaw systems development for the company before taking on a role running the pipelines.

"When you're in technology, you're always looking for inefficiencies, and you always see areas where you can improve," Farid says on the Houston Innovators Podcast, explaining that she moved on from Enron in the mid-'80s, which was an exciting time for the industry.

"We had these silos of data across the industry, and I felt like we needed to be communicating better, having a good source of data, and making sure we weren't continuing to have the problems we were having," she says. "That was really the seed that got me started in the idea of building a company."

She co-founded Merrick Systems, a software solutions business for managing oil and gas production, with her nephew, and thus began her own entrepreneurial journey. She came to another crossroads in her career after selling that business in 2014 and surviving her own battle with breast cancer.

"I got involved in investing because the guys used to talk about it — there was always men around me," Farid says. "I was curious."

In 2019, she joined an organization called Golden Seeds. Founded in 2005 in New York, the network of angel investors funding female-founded enterprises has grown to around 280 members across eight chapters. Suzan Deison, CEO of the Houston Women's Chamber, was integral in bringing the organization to Houston, and now Farid leads it as head of the Houston Chapter of Golden Seeds.

For Farid, the opportunity for Houston is the national network of investors — both to connect local female founders to potential capital from coast to coast and to give Houston investors deal flow from across the country.

"It was so hard for me to get funding for my own company," Farid says. "Having access to capital was only on the coasts. Software and startups was too risky."

Now, with Golden Seeds, the opportunity is there — and Farid says its an extremely collaborative investor network, working with local organizations like the Houston Angel Network and TiE Houston.

"With angel investing, when we put our money in, we want these companies to succeed," she says."We want more people to see these companies and to invest in them. We're not competing. We want to work with others to help these companies succeed."