This week's roundup of Houston innovators includes Dr. Joseph Rogers of the Texas Heart Institute, Allie Danziger of Ampersand, Jeff Carlson of RioRaiz. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from SaaS to biotech — recently making headlines in Houston innovation.

Dr. Joseph Rogers, president and CEO of the Texas Heart Institute

Dr. Joseph Rogers has been at the helm of the Texas Heart Institute for around two years. He shares on the Houston Innovators Podcast about the innovative past, present, and future of THI. Photo via texasheart.org

Dr. Joseph Rogers, the president and CEO of the Texas Heart Institute, is passionate about preventative health care for THI and its patients, as he shares on the Houston Innovators Podcast. What's required is a comprehensive culture shift away from just using a pill to accomplish this goal.

Rogers says health care organizations are going to need to partner with other players — nonprofits, universities, local government — in ways never been done before. And THI is dedicated to this mission.

"Houston is the place to do this," he says. "The reason I think this is such an important community to address this problem is it's the most diverse city in the United States. And I've never lived anywhere or heard of another city that I was so convinced believed they could do anything they set their minds to. It's about making the community aware of the problem and a potential solution — and then working on trying to solve it." Read more.

Allie Danziger, senior vice president and general manager of student success at Ascent

Ampersand has been acquired by a college loan and student services provider based in San Diego. Photo ampersandpro.com

San Diego, California-based Ascent, a collegiate student loan company that also provides student support services, announced it has acquired Houston-based Ampersand, a software platform that provides skills training to young professionals.

With the acquisition, Allie Danziger, co-founder and CEO of Ampersand, joins Ascent as senior vice president and general manager of student success. She will lead the company's educational program that focuses on equipping students with skills from education to employment.

“Since launching Ampersand in 2020, we’ve received constant praise from employers, students, and universities on the real education-to-employment skills gap we are filling,” says Danziger in a news release. “I take immense pride in the fact that we’ve helped thousands of students enter the workforce with confidence, earn higher salaries, and get set on the right career path. I know joining the Ascent team will unlock even more opportunities for our combined companies, expanding our collective impact to millions of students and job seekers.” Read more.

Jeff Carlson, president and CEO of RioRaiz

With its blend of biotechnology, conservation, and education, RioRaiz seeks to inspire a new generation of conservationists. Photo via RioRaiz.org

Not only is Houston-based nonprofit RioRaiz looking to preserve biodiversity through biotechnology, the innovative organization also wants to offer transformative learning experiences to contribute to a healthier planet.

Led by Jeff Carlson, the president and CEO, RioRaiz's mission is driven by three core pillars: conservation, scientific discovery, and education.

"We have a list of priorities that is cataloged from input from our scientific collaborators, as well as our ability to deliver on our promises to our donors and supporters,” Carlson tells InnovationMap. Read more.

Ampersand has been acquired by a college loan and student services provider based in San Diego. Photo ampersandpro.com

Houston workforce training startup acquired by California company

M&A

A Houston startup, founded to streamline and optimize the intern-company relationship, has been acquired by a student loan and services provider.

San Diego, California-based Ascent, a collegiate student loan company that also provides student support services, announced it has acquired Ampersand, a software platform that provides skills training to young professionals. The news was announced today, July 27, coinciding with National Intern Day.

With the acquisition, Allie Danziger, co-founder and CEO of Ampersand, joins Ascent as senior vice president and general manager of student success. She will lead the company's educational program that focuses on equipping students with skills from education to employment.

“Since launching Ampersand in 2020, we’ve received constant praise from employers, students, and universities on the real education-to-employment skills gap we are filling,” says Danziger in a news release. “I take immense pride in the fact that we’ve helped thousands of students enter the workforce with confidence, earn higher salaries, and get set on the right career path. I know joining the Ascent team will unlock even more opportunities for our combined companies, expanding our collective impact to millions of students and job seekers.”

The demand for skilled young professionals continues to rise, explains the release, as internship participation declines over time — from 29.2 percent in 2018 to 17.6 percent in 2022, according to a report. Ascent recently announced it plans to roll out initiatives to increase students’ wages by $10 billion in five years. Acquiring Ampersand is one step toward this goal, says Ascent CEO and Co-Founder Ken Ruggiero.

“This move strengthens our ability to maximize outcomes by eliminating the education to employment skills gap, and further positions Ascent as a leader in student success focused on driving positive outcomes,” says Ruggiero in the release. “Ampersand’s custom tools and learning modules will continue to optimize the journey for our customers from classroom to career as they build confidence, secure jobs with livable salaries, and become successful members of the workforce.”

Ampersand's platform, which includes a wide collection of asynchronous professional development training, will be added to Ascent’s existing resources platform, the Student Success Program.

Danziger, who is an expert contributor to InnovationMap on the topics of interns, Gen-Z, and more, has grown her company to facilitate training and internship opportunities to over 7,000 young professionals. Ampersand was also a partner with the City of Houston's Hire Houston Youth program in 2022.

Ascent CEO and Co-Founder Ken Ruggiero will work with Allie Danziger, co-founder of Ampersand, in her new role as senior vice president and general manager of student success at Ascent. Photo via LinkedIn

By building a pipeline of eager, talented employees, and embedding institutional knowledge in your organization, you can reduce the burden of extra work on remaining employees and reinvigorate your business. Photo via Getty Images

Houston expert: Build workforce resiliency by investing in a long-term, low-cost internship strategy

guest column

Short-term talent shortages can feel overwhelming, especially if your company is navigating staff shortages, while also planning for future growth.

While internship programs can get a bad rap, there are many benefits to providing opportunities for early career professionals in any organization. By building a pipeline of eager, talented employees, and embedding institutional knowledge in your organization, you can reduce the burden of extra work on remaining employees and reinvigorate your business.

Get more engagement and develop champions at your company by incorporating three vital ingredients into your internship program strategy:

  1. Hire based on core values & interns’ ability to thrive at your company
  2. Invest in training
  3. Provide meaningful work

Build a strong team: hire based on ability to thrive 

To ensure your organization’s growth is coming from a diverse talent pool, build a hiring process around employees' future ability and core values, instead of what they have done in the past. Oftentimes, you’ll find that an intern’s coachability, willingness to learn and growth mindset are better determining factors towards future success than past experience.

During the recruitment and hiring process, ask your interns questions to probe values, interests, and passions. To determine if they have a growth mindset, you can ask, “What do you read in your time off to stay up to date with the latest trends in the industry? What did you learn yesterday?” or “Tell me about a time you received feedback. What did you do with this?”

Make sure that each intern that comes on board feels like a part of the team. Let them immerse themselves into your company’s culture, work environment, and industry by inviting them to your employee team-building activities, monthly company-wide conference calls, and other events that provide them with more context about your culture. Schedule weekly touchpoints with each intern to regularly check in on goals, their progress on tasks, and overall concerns. Not only will these meetings strengthen trust, but they will also position interns to succeed at your company.

Build resilience: invest in training

When you invest in a thoughtful, effective training experience, your interns will be more committed to the role because they’ll see the added effort you’re making towards their career.

Consider how your current training is structured and implemented so that your internship training experience is up to speed with the expectations of Gen-Z. Explore out-of-the-box training options, including coaching, virtual learning, and assessments that they will actually use.

In addition to the hard skills that are essential to supporting any company, ensure that you are training interns on core competencies. The National Association of Colleges and Employers identifies eight core competencies that are vital to career readiness: career & self-development, communication, critical thinking, equity & inclusion, leadership, professionalism, teamwork, and technology. When you teach interns these core competencies as soon as they join your organization, you will see an immediate boost in productivity, and you can objectively assess for future full-time employment.

Build momentum: provide meaningful work

After you’ve clearly mapped out your internship training experience, clearly outline projects from each of your company’s departments before you onboard interns. By planning ahead, and having a running list of projects that don’t require much explanation, you can give your interns a sense of purpose as soon as they join, which in turn will prevent bored interns from disengaging.

Ask interns what their goals are for their internship so you can not only help them make those goals a reality, but also tie their goals back to your company’s overall goals. As you offer meaningful enrichment opportunities, you will land top talent through your internship programs, and word will spread to bring in better talent for future internships.

Come out on top with a strong team

Businesses that take advantage of bringing on interns during a talent shortage can come out of hard times better prepared for the future. Once you have a strong and sustainable internship program, it will only grow and gain momentum.

Weather any storm that’s ahead by continuing to attract the best talent. Your company deserves it.

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Allie Danziger is the co-founder of Ampersand, an online training platform for businesses and professionals looking to level up their talent.

These guest articles — with advice and perspective on topics ranging from quiet quitting to emotional intelligence — attracted the most readers throughout the year. Photo via Getty Images

These were the most-read guest columns by Houston innovators in 2022

2022 in review

Editor's note: Every week, InnovationMap — Houston's only news source and resource about and for startups — runs one or two guest columns written by tech entrepreneurs, public relations experts, data geniuses, and more. As Houston's innovation ecosystem gets ready for 2023, here are some of this year's top guest contributor pieces — each with pertinent information and advice for startups both at publishing and into the new year. Make sure to click "read more" to continue reading each piece.

Is your New Year's resolution to start contributing? Email natalie@innovationmap.com to learn more.

Houston expert: How to navigate Gen Z's quiet quitting movement at your company

Your perspective on quiet quitting is probably generational, says one Houston expert and startup founder. Photo via Getty Images

This month, the internet has been discussing "quiet quitting," the practice of employees setting hard boundaries about when they work and to what extent they are willing to go beyond the outlined expectations of their jobs.

The conversation around quiet quitting has also been lively at the Ampersand offices. As a training company that is dedicated to training new professionals for employers both big and small, it's critically important for our team to have a good grasp on the relationship employees have with their jobs, and what motivates them to succeed. So we had a long meeting where we discussed what quiet quitting meant to each of us. Read more.

Houston expert shares how small business leaders can encourage PTO use

Retaining employees is no easy feat these days. Encouraging a healthy PTO policy can help avoid burnout. Photo courtesy of Joe Aker

As many small businesses continue to operate in a challenging, fast-paced environment, one thing that has arrived at breakneck speed is midyear, along with the summer months. Theoretically, to ensure work-life balance, most employees should have 50 percent of their PTO remaining to use for summer vacations and during the second half of the year. In reality, that is probably not the case given workers are hesitant to use their PTO, leaving approximately five days of unused PTO on the table during 2020 and 2021.

While the pandemic affected PTO usage the last two years, the labor shortage appears to be a major contributor in 2022, which has led to PTO hoarding and increasing levels of employee burnout. Although these factors can be compounded for small business owners because there are fewer employees to handle daily responsibilities, it is imperative for workers to take PTO, returning recharged with a fresh perspective on the tasks at hand. Read more.

Houston expert: 3 emotional intelligence tips for improving patient-practitioner experience

A Houston expert shares how to improve on communication in the health care setting. Image via Getty Images

After spending hours with healthcare professionals as both a consultant and patient, I know that it takes a special kind of person to take care of others in their most distressing and vulnerable times. That responsibility has been in overdrive because of COVID, causing emotional burnout, which in turn affects patient care. By equipping yourself with emotional intelligence, you can be more resilient for yourself and patients.

Emotional intelligence is keeping your intelligence high, when emotions are high.

Health care sets up an environment for a tornado of emotions, and the rules and regulations centered around patient-provider interactions are often complex to navigate. This leaves many on the brink of emotional exhaustion, and for survival’s sake, depersonalization with patients becomes the status quo. Feeling a disconnect with their patients is another added weight, as few get into this industry for just the paycheck – it’s the impact of helping people get healthy and stay healthy that motivates them. I’ve seen it time and time again with people in my life, as well as on my own patient journey as I battled stage 3 cancer. Read more.

Here's what types of technology is going to disrupt the education sector, says this Houston founder

Edtech is expected to continue to make learning more interactive, fun, and inclusive for people around the world. Photo via Pexels

Technology has always maneuvered education in a certain direction but the COVID-19 pandemic has forced it to shift towards a new direction entirely.

What started off as a basic video lecture turned into a more hybrid and innovative form of education, enabling student engagement and interactivity like never before. Social media forums allow teachers to pay one-on-one attention to students boosting their learning process.

With an edtech boom on the rise, there is a question of what further expansion in educational technology is expected. Here are some technology breakthroughs currently underway in the education sector. Read more.

Houston expert weighs in on marketing from an investor’s perspective

What should Houston startups know about marketing? Photo via Getty Images

Just what do investors want to see from a startup with regards to the company’s marketing? I recently spoke on this topic to a cohort of early-stage technology startup entrepreneurs at Softeq Venture Studio, an accelerator program that helps founders build investable technologies and businesses. Read more.

The five finalists in the BIPOC and Female-Founded Business categories for the Houston Innovation Awards share the challenges they have had to overcome. Photos courtesy

Overheard: Houston-based BIPOC, female founder finalists of 2022 share challenges overcome

eavesdropping at the houston innovation awards gala

Houston is often lauded as one of the most diverse cities in America, and that diversity is seen across its business communities as well, which includes its innovation ecosystem.

Some of the BIPOC-Founded and Female-Founded Business category finalists from the Houston Innovation Awards Gala, which will be held on November 9, shared some of the challenges they faced being in the minority of their industries and careers.

"The biggest challenge I've faced as a female BIPOC founder is having to work 2 to 4 times harder to convince individuals that I am an expert in my field, and that I know what I'm talking about when it comes to my technology and implementation."

Photo courtesy

— Asma Mirza, CEO and co-founder of Steradian Technologies. "The way I overcame it was by showing irrefutable data to support my expertise and our invention, as well as hiring a diverse team that could substantiate our claims," she adds.

"As a female founder, I used to think that I was looked at as 'less than,' compared to my male counterparts. While I still struggle with this feeling,...  I decided that the biggest hinderance in my confidence as a female founder was the lies that I was telling myself."

Photo courtesy

— Megan Eddings, founder of Accel Unite. "I felt — and still sometimes do — insecure in a room filled with male founders, not because I thought I was any less-than, but because I was thinking they thought I was less-than — before ever even meeting me," Eddings added, sharing how she tries to change her own perspective. "I now feel a responsibility to share my story, as to show other women that they are not alone, their voice matters and to keep going."

"As a BIPOC founder, it was not easy in the beginning to find the connections and network with folks that had the resources to help us with our aspirations. That was the biggest challenge in getting started."

Photo courtesy

— Enrique Carro, CEO of Blue People. "Now that we have a few clients and testimonials, we are able to pull on them to help us find new clients and connections," he continues. "But this was something that we had to really work hard on at the beginning."

"One of my fears going into the fundraising process was being seen as too weak or too fragile to lead an early-stage venture."

Photo courtesy

— Joanna Nathan, CEO of Prana Thoracic, who shares she feels this way following the loss of her son. "I found that in being transparent with potential investors, after building some trust, and speaking openly about my loss and how it has inspired me to build this company, I was able to overcome this fear."

"The biggest challenge I’ve faced as a female founder comes down to resources. Finding the capital and time to get everything done is difficult for female founders because we have a lot on our shoulders and there are systemic inequalities that make things even more difficult."

Photo courtesy

— Allie Danziger, founder and CEO of Ampersand. "I’m creating a billion dollar company, but I’m a mom of two young girls, the executive director of one nonprofit and a board member of another, and a dependable friend, wife, daughter, sister and niece, too," she continues. "Other female founders and VCs are stretched, too, so it can be difficult to connect and find time to figure it out together. I have been very fortunate and also worked really hard to find both the time and resources to make it all work."

Your perspective on quiet quitting is probably generational, says one Houston expert and startup founder. Photo via Getty Images

Houston expert: How to navigate Gen Z's quiet quitting movement at your company

guest column

This month, the internet has been discussing "quiet quitting," the practice of employees setting hard boundaries about when they work and to what extent they are willing to go beyond the outlined expectations of their jobs.

The conversation around quiet quitting has also been lively at the Ampersand offices. As a training company that is dedicated to training new professionals for employers both big and small, it's critically important for our team to have a good grasp on the relationship employees have with their jobs, and what motivates them to succeed. So we had a long meeting where we discussed what quiet quitting meant to each of us.

My team's take on quiet quitting

When I first read about quiet quitting, I was surprised. I started my career in New York City during the Great Recession. I was just grateful to have a job, and I was immersed in the hustle culture of NYC, working long hours to prove my value. I made a habit of getting up early and staying late during a formative time in my career, and still maintain those expectations of myself today (here I am now, working on this blog at 5:43 am).

The Gen Xers on my team were even more surprised by the quiet quitting trend than I was. Their take was that you have to do what it takes to get ahead. It’s taboo for many Gen Xers to leave before the boss. They are used to working longer hours, with less “work life balance” than me, filling their off time with volunteer roles and second jobs.

The Gen Zers on my team crave the work/life balance we all hear about in the news. Rather than throwing themselves headfirst into grind culture, they want to make sure that they have time for their life outside of the office. If they are going to show up early and work late, they want to know that it's for a purpose they believe in and it’s directly related to accelerating their career growth and increase their salaries.

Reaching an Understanding

When I look around my office (and by office, I mean Zoom tiles), I think about how a lot of offices around the world look similar to mine. The workforce will always be a blend of people from different generations, each shaped by their own experience. We’re all adjusting to new styles of work. No matter what generation you come from, or what generation you’re managing, you’ll get stronger results from your team if you set clear expectations, check your generational bias, and understand the perspective of others.

What does this look like in action?

Here are three steps you can take to encourage and inspire your team to put their hearts into what they do:

1. Show appreciation for your team.

If an employee is making $50,000, explain that value back to them. What does their work mean to the overall organization? How does their wage and work contribute to the vision and overall goals of the company? By showing your team their value and reminding them that what they do has a purpose, you can inspire each team member to stay engaged in their work.

2. Embrace flexible work schedules and trust your team.

Let Gen Z innovate, do their thing and find their own way of getting work done. At the same time, communicate: outline clear KPIs, let them know what you expect, and give feedback along the way. Remember, part of an employee feeling a sense of purpose in their job is knowing that they are learning and growing. The more engaged you are in their development and show respect for their time, the more engaged your team will be in following through. And if they don’t meet expectations, have an open, honest conversation with them while still embracing their preferred work style.

3. Help your employees better prioritize their work.

Leverage available tools and resources to find efficiencies while you’re developing your team. Make sure that your processes are well-documented and easy to understand, and encourage the team to contribute ideas and better tools if they have them. Remind them that there’s an open door if they have any questions.

At the end of the day, our job as leaders in an organization is to keep our teams boldly engaged. By helping our employees find purpose in their work, we can build stronger teams that are less likely to be swayed by the latest trend, and more likely to stay focused on their jobs because they care.

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Allie Danziger is the co-founder of Ampersand, an online training platform for businesses and professionals looking to level up their talent.

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4 Houston-area schools excel with best online degree programs in U.S.

Top of the Class

Four Houston-area universities have earned well-deserved recognition in U.S. News & World Report's just-released rankings of the Best Online Programs for 2026.

The annual rankings offer insight into the best American universities for students seeking a flexible and affordable way to attain a higher education. In the 2026 edition, U.S. News analyzed nearly 1,850 online programs for bachelor's degrees and seven master's degree disciplines: MBA, business (non-MBA), criminal justice, education, engineering, information technology, and nursing.

Many of these local schools are also high achievers in U.S. News' separate rankings of the best grad schools.

Rice University tied with Texas A&M University in College Station for the No. 3 best online master's in information technology program in the U.S., and its online MBA program ranked No. 21 nationally.

The online master's in nursing program at The University of Texas Medical Branch in Galveston was the highest performing master's nursing degree in Texas, and it ranked No. 19 nationally.

Three different programs at The University of Houston were ranked among the top 100 nationwide:
  • No. 18 – Best online master's in education
  • No. 59 – Best online master's in business (non-MBA)
  • No. 89 – Best online bachelor's program
The University of Houston's Clear Lake campus ranked No. 65 nationally for its online master's in education program.

"Online education continues to be a vital path for professionals, parents, and service members seeking to advance their careers and broaden their knowledge with necessary flexibility," said U.S. News education managing editor LaMont Jones in a press release. "The 2026 Best Online Programs rankings are an essential tool for prospective students, providing rigorous, independent analysis to help them choose a high-quality program that aligns with their personal and professional goals."

A little farther outside Houston, two more universities – Sam Houston State University in Huntsville and Texas A&M University in College Station – stood out for their online degree programs.

Sam Houston State University

  • No. 5 – Best online master's in criminal justice
  • No. 30 – Best online master's in information technology
  • No. 36 – Best online master's in education
  • No. 77 – Best online bachelor's program
  • No. 96 – Best online master's in business (non-MBA)
Texas A&M University
  • No. 3 – Best online master's in information technology (tied with Rice)
  • No. 3 – Best online master's in business (non-MBA)
  • No. 8 – Best online master's in education
  • No. 9 – Best online master's in engineering
  • No. 11 – Best online bachelor's program
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This article originally appeared on CultureMap.com.

Houston wearable biosensing company closes $13M pre-IPO round

fresh funding

Wellysis, a Seoul, South Korea-headquartered wearable biosensing company with its U.S. subsidiary based in Houston, has closed a $13.5 million pre-IPO funding round and plans to expand its Texas operations.

The round was led by Korea Investment Partners, Kyobo Life Insurance, Kyobo Securities, Kolon Investment and a co-general partner fund backed by SBI Investment and Samsung Securities, according to a news release.

Wellysis reports that the latest round brings its total capital raised to about $30 million. The company is working toward a Korea Securities Dealers Automated Quotations listing in Q4 2026 or Q1 2027.

Wellysis is known for its continuous ECG/EKG monitor with AI reporting. Its lightweight and waterproof S-Patch cardiac monitor is designed for extended testing periods of up to 14 days on a single battery charge.

The company says that the funding will go toward commercializing the next generation of the S-Patch, known as the S-Patch MX, which will be able to capture more than 30 biometric signals, including ECG, temperature and body composition.

Wellysis also reports that it will use the funding to expand its Houston-based operations, specifically in its commercial, clinical and customer success teams.

Additionally, the company plans to accelerate the product development of two other biometric products:

  • CardioAI, an AI-powered diagnostic software platform designed to support clinical interpretation, workflow efficiency and scalable cardiac analysis
  • BioArmour, a non-medical biometric monitoring solution for the sports, public safety and defense sectors

“This pre-IPO round validates both our technology and our readiness to scale globally,” Young Juhn, CEO of Wellysis, said in the release. “With FDA-cleared solutions, expanding U.S. operations, and a strong AI roadmap, Wellysis is positioned to redefine how cardiac data is captured, interpreted, and acted upon across healthcare systems worldwide.”

Wellysis was founded in 2019 as a spinoff of Samsung. Its S-Patch runs off of a Samsung Smart Health Processor. The company's U.S. subsidiary, Wellysis USA Inc., was established in Houston in 2023 and was a resident of JLABS@TMC.

Elon Musk vows to launch solar-powered data centers in space

To Outer Space

Elon Musk vowed this week to upend another industry just as he did with cars and rockets — and once again he's taking on long odds.

The world's richest man said he wants to put as many as a million satellites into orbit to form vast, solar-powered data centers in space — a move to allow expanded use of artificial intelligence and chatbots without triggering blackouts and sending utility bills soaring.

To finance that effort, Musk combined SpaceX with his AI business on Monday, February 2, and plans a big initial public offering of the combined company.

“Space-based AI is obviously the only way to scale,” Musk wrote on SpaceX’s website, adding about his solar ambitions, “It’s always sunny in space!”

But scientists and industry experts say even Musk — who outsmarted Detroit to turn Tesla into the world’s most valuable automaker — faces formidable technical, financial and environmental obstacles.

Feeling the heat

Capturing the sun’s energy from space to run chatbots and other AI tools would ease pressure on power grids and cut demand for sprawling computing warehouses that are consuming farms and forests and vast amounts of water to cool.

But space presents its own set of problems.

Data centers generate enormous heat. Space seems to offer a solution because it is cold. But it is also a vacuum, trapping heat inside objects in the same way that a Thermos keeps coffee hot using double walls with no air between them.

“An uncooled computer chip in space would overheat and melt much faster than one on Earth,” said Josep Jornet, a computer and electrical engineering professor at Northeastern University.

One fix is to build giant radiator panels that glow in infrared light to push the heat “out into the dark void,” says Jornet, noting that the technology has worked on a small scale, including on the International Space Station. But for Musk's data centers, he says, it would require an array of “massive, fragile structures that have never been built before.”

Floating debris

Then there is space junk.

A single malfunctioning satellite breaking down or losing orbit could trigger a cascade of collisions, potentially disrupting emergency communications, weather forecasting and other services.

Musk noted in a recent regulatory filing that he has had only one “low-velocity debris generating event" in seven years running Starlink, his satellite communications network. Starlink has operated about 10,000 satellites — but that's a fraction of the million or so he now plans to put in space.

“We could reach a tipping point where the chance of collision is going to be too great," said University at Buffalo's John Crassidis, a former NASA engineer. “And these objects are going fast -- 17,500 miles per hour. There could be very violent collisions."

No repair crews

Even without collisions, satellites fail, chips degrade, parts break.

Special GPU graphics chips used by AI companies, for instance, can become damaged and need to be replaced.

“On Earth, what you would do is send someone down to the data center," said Baiju Bhatt, CEO of Aetherflux, a space-based solar energy company. "You replace the server, you replace the GPU, you’d do some surgery on that thing and you’d slide it back in.”

But no such repair crew exists in orbit, and those GPUs in space could get damaged due to their exposure to high-energy particles from the sun.

Bhatt says one workaround is to overprovision the satellite with extra chips to replace the ones that fail. But that’s an expensive proposition given they are likely to cost tens of thousands of dollars each, and current Starlink satellites only have a lifespan of about five years.

Competition — and leverage

Musk is not alone trying to solve these problems.

A company in Redmond, Washington, called Starcloud, launched a satellite in November carrying a single Nvidia-made AI computer chip to test out how it would fare in space. Google is exploring orbital data centers in a venture it calls Project Suncatcher. And Jeff Bezos’ Blue Origin announced plans in January for a constellation of more than 5,000 satellites to start launching late next year, though its focus has been more on communications than AI.

Still, Musk has an edge: He's got rockets.

Starcloud had to use one of his Falcon rockets to put its chip in space last year. Aetherflux plans to send a set of chips it calls a Galactic Brain to space on a SpaceX rocket later this year. And Google may also need to turn to Musk to get its first two planned prototype satellites off the ground by early next year.

Pierre Lionnet, a research director at the trade association Eurospace, says Musk routinely charges rivals far more than he charges himself —- as much as $20,000 per kilo of payload versus $2,000 internally.

He said Musk’s announcements this week signal that he plans to use that advantage to win this new space race.

“When he says we are going to put these data centers in space, it’s a way of telling the others we will keep these low launch costs for myself,” said Lionnet. “It’s a kind of powerplay.”