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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2 Houston space tech cos. celebrate major tech milestones

big wins

Two Houston aerospace companies — Intuitive Machines and Venus Aerospace — have reached testing milestones for equipment they’re developing.

Intuitive Machines recently completed the first round of “human in the loop” testing for its Moon RACER (Reusable Autonomous Crewed Exploration Rover) lunar terrain vehicle. The company conducted the test at NASA’s Johnson Space Center.

RACER is one of three lunar terrain vehicles being considered by NASA for the space agency’s Artemis initiative, which will send astronauts to the moon.

NASA says human-in-the-loop testing can reveal design flaws and technical problems, and can lead to cost-efficient improvements. In addition, it can elevate the design process from 2D to 3D modeling.

Intuitive Machines says the testing “proved invaluable.” NASA astronauts served as test subjects who provided feedback about the Moon RACER’s functionality.

The Moon RACER, featuring a rechargeable electric battery and a robotic arm, will be able to accommodate two astronauts and more than 880 pounds of cargo. It’s being designed to pull a trailer loaded with more than 1,760 pounds of cargo.

Another Houston company, Venus Aerospace, recently achieved ignition of its VDR2 rocket engine. The engine, being developed in tandem with Ohio-based Velontra — which aims to produce hypersonic planes — combines the functions of a rotating detonation rocket engine with those of a ramjet.

A rotating detonation rocket engine, which isn’t equipped with moving parts, rapidly burns fuel via a supersonic detonation wave, according to the Air Force Research Laboratory. In turn, the engine delivers high performance in a small volume, the lab says. This savings in volume can offer range, speed, and affordability benefits compared with ramjets, rockets, and gas turbines.

A ramjet is a type of “air breathing” jet engine that does not include a rotary engine, according to the SKYbrary electronic database. Instead, it uses the forward motion of the engine to compress incoming air.

A ramjet can’t function at zero airspeed, so it can’t power an aircraft during all phases of flight, according to SKYbrary. Therefore, it must be paired with another kind of propulsion, such as a rotating detonation rocket engine, to enable acceleration at a speed where the ramjet can produce thrust.

“With this successful test and ignition, Venus Aerospace has demonstrated the exceptional ability to start a [ramjet] at takeoff speed, which is revolutionary,” the company says.

Venus Aerospace plans further testing of its engine in 2025.

Venus Aerospace, recently achieved ignition of its VDR2 rocket engine. Photo courtesy of Venus Aerospace

METRO rolls out electric shuttles for downtown Houston commuters

on a roll

The innovative METRO microtransit program will be expanding to the downtown area, the Metropolitan Transit Authority of Harris County announced on Monday.

“Microtransit is a proven solution to get more people where they need to go safely and efficiently,” Houston Mayor John Whitmire said in a statement. “Connected communities are safer communities, and bringing microtransit to Houston builds on my promise for smart, fiscally-sound infrastructure growth.”

The program started in June 2023 when the city’s nonprofit Evolve Houston partnered with the for-profit Ryde company to offer free shuttle service to residents of Second and Third Ward. The shuttles are all-electric and take riders to bus stops, medical buildings, and grocery stores. Essentially, it works as a traditional ride-share service but focuses on multiple passengers in areas where bus access may involve hazards or other obstacles. Riders access the system through the Ride Circuit app.

So far, the microtransit system has made a positive impact in the wards according to METRO. This has led to the current expansion into the downtown area. The system is not designed to replace the standard bus service, but to help riders navigate to it through areas where bus service is more difficult.

“Integrating microtransit into METRO’s public transit system demonstrates a commitment to finding innovative solutions that meet our customers where they are,” said METRO Board Chair Elizabeth Gonzalez Brock. “This on-demand service provides a flexible, easier way to reach METRO buses and rail lines and will grow ridership by solving the first- and last-mile challenges that have hindered people’s ability to choose METRO.”

The City of Houston approved a renewal of the microtransit program in July, authorizing Evolve Houston to spend $1.3 million on it. Some, like council member Letitia Plummer, have questioned whether microtransit is really the future for METRO as the service cuts lines such as the University Corridor.

However, the microtransit system serves clear and longstanding needs in Houston. Getting to and from bus stops in the city with its long blocks, spread-out communities, and fickle pedestrian ways can be difficult, especially for poor or disabled riders. While the bus and rail work fine for longer distances, shorter ones can be underserved.

Even in places like downtown where stops are plentiful, movement between them can still involve walks of a mile or more, and may not serve for short trips.

“Our microtransit service is a game-changer for connecting people, and we are thrilled to launch it in downtown Houston,” said Evolve executive director Casey Brown. “The all-electric, on-demand service complements METRO’s existing fixed-route systems while offering a new solution for short trips. This launch marks an important milestone for our service, and we look forward to introducing additional zones in the new year — improving access to public transit and local destinations.”

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This article originally ran on CultureMap.