Equal Pay Day is nothing to celebrate without forward action

Calling for progress

According to the American Association of University Women, women are losing $500 billion each year because of the gender pay gap. Pexels

National Equal Pay Day, which symbolizes how far into the year women must work to earn what men earned in the previous year, falls on April 2 this year and marks a 56-year effort across the nation to have employers address the gender pay gap and provide equal pay for equal work.

That effort is now, closer than ever, to reality as the U.S. House of Representatives, in a heartening move this week, passed the bipartisan Paycheck Fairness Act, authored by Congresswoman Rosa DeLauro and co-sponsored by newly elected Texas Congressman Colin Allred.

The act, among other things, would require employers to prove that pay disparities exist for legitimate job-related reasons, prohibit employers from relying on salary history in determining future pay, provide assistance to all businesses to help them with their equal pay practices and recognize excellence in pay practices by businesses. It would also get rid of rules imposed by employers that prohibit workers from talking about their salary, so women are permitted to ask how much their coworkers are making and find out if they are underpaid.

This legislation is a leap forward in closing the persistent and woeful gender pay.

Statistics show that although more women, nationally, are receiving undergraduate and graduate degrees compared to men, and are equally qualified for the work as their male counterparts, they continue to receive about 82 cents for every dollar earned by men, and women of color earn even less (e.g. Black women earn 63 cents for every dollar and Hispanic women earn just 54 cents for every dollar). At this rate, without any affirmative or proactive changes, it will take another 51 years for women to catch up to men's wages.

In Texas, the outlook around women's pay and the gender gap is grim.

According to the Texas Women's Foundation, in Dallas County, women made almost 93 percent of what men earned, compared to just about 70 percent in Collin County and a little more than 76 percent in Denton County.

According to the American Association of University Women, women are losing $500 billion each year because of the gender pay gap. U.S. corporations suffering those kind of financial losses would send shockwaves through our economic system.

If women made the same pay as men, they would not only be able to better care for their families, but put aside more money in their retirement or pension funds, pay off college loans and mortgages, and enjoy better healthcare and a healthier lifestyle. Research by the Texas Women's Foundation has shown that if working women in Texas were paid the same wages comparable to men, the poverty rate would be reduced by 51 percent.

Companies should not just support the Paycheck Fairness Act, but also become assertive about equal pay and gender diversity, and treat them as an integral part of their business strategy. In order for businesses to truly benefit from the myriad of backgrounds and experiences in our global economy, we must ensure a level-playing field for women and other underrepresented employees. Then and only then will our nation's workplaces and businesses truly thrive. Mr. President and senators — let us pass the Paycheck Fairness Act now.

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Mandy Price is the CEO and co-founder of Dallas-based Kanarys Inc., a web platform that incorporates data and AI to foster diversity, equity, and inclusion in the workplace.

Just making sure your workplace is diverse isn't enough to solve the problem. Inclusion should be just as important of a goal, says this expert. Getty Images

Data-driven inclusion platform founder says ensuring your workplace is diverse just isn't enough

Guest column

Business leaders have long recognized that a diverse and inclusive workforce results in greater employee engagement, innovation, financial returns and market share. Although the "business case" for diversity has long been proven over the years, and "diversity" has become a buzzword adopted by corporate America, few companies — big or small, new or old — have been able to cultivate real inclusion, acceptance and collaboration in the workplace.

According to a 2018 Atlassian study, State of Diversity and Inclusion in U.S. Tech, less than 30 percent of underrepresented employees feel a sense of belonging in their workplace. By and large, most diversity and inclusion initiatives focus primarily on recruitment and increasing the representation of various demographics in the workforce, with little attention given to inclusion — although research has shown that increases to diversity alone do not improve inclusion.

One reason companies have focused on diversity, as opposed to inclusion, is because it is easy to measure diversity — it is simply a matter of headcount. Traditionally, trying to quantify feelings of inclusion was difficult for organizations to measure. However, it is important to incorporate quantifiable and data-driven strategies to measure inclusion, in order to drive the necessary cultural and structural changes needed in the workplace.

What many companies struggle with, it turns out, is not solving problems, but figuring out what the problems actually are—especially when it comes to creating inclusive workplaces. At Kanarys, we have constructed a unique and robust framework for measuring inclusion, to help companies promote a sense of belonging among their employees in the workplace. Our data-driven approach and methodology relies on artificial intelligence and responsive, anonymous, quantitative surveys, to provide actionable insights in order to promote an environment where all employees feel included and empowered.

Understanding employees' daily lived experiences in the workplace is key and fundamental to understanding an organization's' inclusiveness. However, fear of retaliation and retribution prevents most employees from holding back true and authentic feedback. Benchmarking key aspects of an organization's culture—and understanding the employee experience—is important to understand in order to promote lasting inclusion.

Diversity without inclusion inevitably results in missed opportunities with diverse talent because they no longer feel empowered to contribute and lead. However, if you have both diversity and inclusion, retention and engagement for all employees increases–resulting in a potent mix of innovation, collaboration and success.

Instead of asking "how can we acquire more diverse employees?" we should be asking, "what is it about our systems and culture that prevents us from retaining diverse talent?" Employers must therefore recognize that hiring a few "diverse" employees alone is not enough, and that inclusive cultures don't just happen. They are intentional.

I invite businesses to re-focus their efforts on true diversity, equity, and inclusion and help create workplaces where their employees have a true sense of belonging.

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Mandy Price is the CEO and co-founder of Dallas-based Kanarys Inc., a web platform that incorporates data and AI to foster diversity, equity, and inclusion in the workplace.

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Tech giant Apple doubles down on Houston with new production facility

coming soon

Tech giant Apple announced that it will double the size of its Houston manufacturing footprint as it brings production of its Mac mini to the U.S. for the first time.

The company plans to begin production of its compact desktop computer at a new factory at Apple’s Houston manufacturing site later this year. The move is expected to create thousands of jobs in the Houston area, according to Apple.

Last year, the Cupertino, California-based company announced it would open a 250,000-square-foot factory to produce servers for its data centers in the Houston area. The facility was originally slated to open in 2026, but Apple reports it began production ahead of schedule in 2025.

The addition of the Mac mini operations at the site will bring the footprint to about 500,000 square feet, the Houston Chronicle reports. The New York Times previously reported that Taiwanese electronics manufacturer Foxconn would be involved in the Houston factory.

Apple also announced plans to open a 20,000-square-foot Advanced Manufacturing Center in Houston later this year. The project is currently under construction and will "provide hands-on training in advanced manufacturing techniques to students, supplier employees, and American businesses of all sizes," according to the announcement. Apple opened a similar Apple Manufacturing Academy in Detroit last year.

Apple doubles down on Houston with new production facility, training center Photo courtesy Apple.

“Apple is deeply committed to the future of American manufacturing, and we’re proud to significantly expand our footprint in Houston with the production of Mac mini starting later this year,” Tim Cook, Apple’s CEO, said in the news release. “We began shipping advanced AI servers from Houston ahead of schedule, and we’re excited to accelerate that work even further.”

Apple's Houston expansion is part of a $600 billion commitment the company made to the U.S. in 2025.

Houston energy trailblazer Fervo taps into hottest reservoir to date

Heating Up

Things are heating up at Houston-based geothermal power company Fervo Energy.

Fervo recently drilled its hottest well so far at a new geothermal site in western Utah. Fewer than 11 days of drilling more than 11,000 feet deep at Project Blanford showed temperatures above 555 degrees Fahrenheit, which exceeds requirements for commercial viability. Fervo used proprietary AI-driven analytics for the test.

Hotter geothermal reservoirs produce more energy and improve what’s known as energy conversion efficiency, which is the ratio of useful energy output to total energy input.

“Fervo’s exploration strategy has always been underpinned by the seamless integration of cutting-edge data acquisition and advanced analytics,” Jack Norbeck, Fervo’s co-founder and chief technology officer, said in a news release. “This latest ultra-high temperature discovery highlights our team’s ability to detect and develop EGS sweet spots using AI-enhanced geophysical techniques.”

Fervo says an independent review confirms the site’s multigigawatt potential.

The company has increasingly tapped into hotter and hotter geothermal reservoirs, going from 365 degrees at Project Red to 400 degrees at Cape Station and now more than 555 degrees at Blanford.

The new site expands Fervo’s geologic footprint. The Blanford reservoir consists of sedimentary formations such as sandstones, claystones and carbonates, which can be drilled more easily and cost-effectively than more commonly targeted granite formations.

Fervo ranks among the top-funded startups in the Houston area. Since its founding in 2017, the company has raised about $1.5 billion. In January, Fervo filed for an IPO that would value the company at $2 billion to $3 billion, according to

Axios Pro.

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This article originally appeared on EnergyCapitalHTX.com.

11 Houston researchers named to Rice innovation cohort

top of class

The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

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