For the second year, Curtis Jackson's program supported Houston student entrepreneurs. Photo courtesy of G-Unity

The 50 Cent-backed high school entrepreneurship program wrapped up its second year of operation after helping over 100 Houston-area students build their small business plans.

G-Unity Business Labs, sponsored by Curtis James Jackson III — better known as 50 Cent — and Horizon International Group, allowed participants to build their own small businesses from the ground up. This year's cohort featured a variety of businesses, from a Caribbean hot dog food truck to a financial literacy course on personal finance.

In its second year, the program encouraged innovation and taught business acumen to entrepreneurial-minded high school students, culminating in an opportunity to create their dream companies. During this 28 week entrepreneurial internship program, around 150 students from Madison, Worthing, Yates, Kashmere, Booker T. Washington, and Wheatley high schools learned how to transform an idea they were passionate about into a full fledged product they can pitch to investors.

The after-school program consists of three stages – the first 20 weeks are about getting familiar with business concepts and building connections with peers and teacher volunteers. The next eight weeks are spent in the incubation phase as students are split up into teams and local entrepreneurs lead lessons, helping them workshop their ideas into a fleshed out corporation, before finally the teams compete in Hustle Tank, where students pitch their ideas to a panel of celebrity and entrepreneurial judges. At the event in May, the panel included 50 Cent and Mattress Mack. The five winning teams are now eligible to split $500,000 in seed money for their companies.

Summer Reeves, VP of design of Umbridge, is in charge of managing the incubation phase and said she has noticed a significant shift in the ideas the student groups have come up with between the two cohorts of the program; the first year saw flashier tech pitches. But during the second year of the program, Reeves said the students sought to address issues they see in their day-to-day lives, including a group who worked to develop support services to aid formerly incarcerated individuals after they are released.

“This year, a lot of students were more on the practical side,” Reeves tells InnovationMap. “We actually had three teams that were focused on mental health apps which I think is a great example of what youth today are really focused on.”

Reeves started off as a mentor to four teams during the incubation phase of the program last year providing students with guidance on how to set up their business plans, create prototypes, and pitch their companies to investors. After three of her teams won the Hustle Tank competition previously, she took over planning the incubation phase and recruiting other local entrepreneurs to act as mentors.

“We give them recommendations on how to pitch and how to frame their pitch but they also have the ability to get creative so we had some students who did short skits — some that did raps and spoken word type things — lots of creativity,” Reeves says.

Patrice Allen, senior manager of G-Unity Business Labs, said they use the students’ individual strengths and creative thought processes to place them into their teams, including asking them in interviews at the beginning of the year to try to sell her a pen to understand their pitching process.

“That’s the question the students always remember,” Allen says. “‘Sell us this pen or pick something out and sell it to us.’ It’s the weirdest thing and they love it.”

In building the teams at each school, Allen worked with educators to make sure every team had students with a variety of communication and planning skills as well as financial awareness. But Allen felt students were most successful when they incorporated their personal interests into their product design. The first place team of Hustle Tank, Caribbean Hot Dog Boyz, was especially emblematic of this mindset as they combined one member's background of selling hotdogs with another’s Caribbean heritage to create a food truck that sells the unexpected combo of oxtail hotdogs.

The first place team of Hustle Tank 2023 was Caribbean Hot Dog Boyz. Photo via @gunitybusinesslab/Instagram

“To actually taste the food that they prepared was phenomenal,” Allen says “I have never ever thought that oxtails on a hotdog would be good but everybody was floored.”

Elizabeth Martin, director of communications and marketing for Horizon who runs the behind the scenes of funding, said students from the winning teams are now working on solidifying their business plans to qualify for the funds from the G-Unity foundation to develop their companies. Martin also said 50 Cent will retain a relationship with these teams, acting with varying levels of involvement depending on his deal with the students as anything from a silent partner to an investor.

“They do not walk home with $500,000 in their back pocket,” Martin explains. “We are investing in (them) — not giving — it’s an investment.”

The future of this program is uncertain as the Texas Education Association’s takeover of HISD is still in its transition phase but Martin advised to keep a lookout for an ABC Nightline interview of 50 Cent discussing G-Unity Business Labs, which is expected to release soon.

"I’ve spent years donating my time and energy to communities in need. I started G-Unity to do the same—to give back to kids so they have it a little easier than I did," Jackson writes on the website. "Team building and entrepreneurship are skills I learned along the way, but they are so important to develop early. I look forward to G-Unity supporting programs that are doing the crucial work of teaching kids to excel at life.

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2 leading Texas universities rank among world’s best for entrepreneurs

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The Lone Star State’s two biggest universities—the University of Texas at Austin and Texas A&M University—rank among the world’s best schools for entrepreneurs.

PitchBook’s annual list of the world’s top 100 universities for entrepreneurs takes into account both undergraduate and graduate programs. PitchBook analyzed more than 222,000 startup founders whose startups are VC-backed.

UT’s “unique” advantage

UT Austin landed at No. 10 on the list, down from No. 8 last year. PitchBook identified 1,002 UT-alumni founders at 948 startups. Collectively, those startups have raised $34.7 billion, according to PitchBook.

Among the 948 UT Austin-affiliated startups, these five have raised the most capital:

  • No. 1 Tucson, Arizona-based World View, $2.8 billion
  • No. 2 Austin-based Apptronik, $966 million
  • No. 3 Mountain View, California-based Lightmatter, $821 million
  • No. 4 Austin-based Function Health, $807 million
  • No. 5. San Francisco-based Niantic, $779 million

“The unique UT Austin advantage is the alignment between the university and the city,” Foundra.ai says. “Unlike schools where the campus ecosystem and the local startup scene are disconnected, Austin’s startup community actively recruits UT students and alumni, and UT programs actively send students into the local ecosystem.”

Texas A&M’s “living laboratory”

UT Austin’s biggest in-state rival, Texas A&M, appeared at No. 79 on the list, down from No. 76 last year. PitchBook tallied 317 A&M-alumni founders at 295 startups. Collectively, those startups have raised $9.8 billion, according to PitchBook.

Among the 317 A&M-affiliated startups, these five have raised the most capital:

  • No. 1 Austin-based RigUp, $817 million
  • No. 2 Austin-based ICON, $543 million
  • No. 3 Scottsdale, Arizona-based HomeLight, $413 million
  • No. 4 Everett, Washington-based Zap Energy, $326 million
  • No. 5 San Diego-based Splice Therapeutics, $320 million

A cornerstone of Texas A&M’s entrepreneurship offerings is the Center for Applied Entrepreneurship and Innovation at the Mays School of Business. The business school says the center “helps students explore, test, build, buy, and transform businesses in real markets.”

“Grounded in Texas as a living laboratory and guided by the Aggie core values, the center advances applied learning through industry engagement, AI-enabled experimentation, and collaboration across Mays and Texas A&M,” the business school says.

The most “exceptional” schools on PitchBook’s list

In announcing its rankings, PitchBook said: “Great entrepreneurs can come from anywhere, but some universities have a truly exceptional track record of attracting and producing future founders.”

The most exceptional universities, based on PitchBook’s criteria, are:

  • No. 1 University of California, Berkeley
  • No. 2 Stanford University
  • No. 3 Harvard University
  • No. 4 Cornell University
  • No. 5 Massachusetts Institute of Technology (MIT)

Planned KBR spinoff scores $1B NOAA deal for extreme weather forecasting

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Amid a major spinoff, Houston-based KBR's Mission Technology Solutions business has been awarded a five-year contract for up to $1.1 billion from NOAA’s National Weather Service to help predict and combat extreme weather conditions.

Under the follow-on Commercial Data Program National Mesonet Program (CDP NMP) contract, KBR will provide weather and observational data from commercial stations, university and research campuses, and other non-federal providers nationwide. The information collected will assist in predicting severe temperatures and high-impact weather conditions like extreme storms.

"This award underscores KBR's proven track record of delivering vital data that strengthens national forecasting capabilities," Todd May, KBR’s senior vice president of Mission Technology Solutions, said in a news release.

According to a separate release from NOAA, the contract expands upon KBR's existing relationship with the agency. KBR will work with about 70 private industry partners on services such as data recording, collection, aggregation and processing, and will lead the CDP NMP's "network of networks."

“NOAA gathers environmental information from a wide variety of sources, and a growing list of private industry partners have joined our agency to collect this vital data,” Ken Graham, director of NOAA’s National Weather Service, said in the release. “This agreement streamlines the process that turns raw data into the gold-standard forecasts that Americans depend on.”

KBR will utilize its Speed to Mission ImpactSM technology for the project to supply data from across regions, measurement types, and system configurations. Both KBR and NOAA say the expanded data collection contract will help the agency create more accurate and timely forecasts, particularly for severe weather and extreme events, while also creating a path for new weather-observation technologies.

KBR has supported the CDP NMP for more than 9 years. The program will be managed in Greenbelt, Maryland.

"We're driving expanded integration of commercial sensor and data sources into this platform and are honored to know our work helps forecasters give their communities earlier warnings and more time to prepare for dangerous weather,” May added in a release.

KBR’s Mission Technology Solutions business will be rebranded as Trinzic after its planned spin-off, the company announced last month. The spin-off is expected to close in January 2027.

Trinzic will work as an independent, publicly traded company focused on technology and engineering services for the space and national security sector. KBR will remain a separate publicly traded company that will focus on sustainable technology and services to support the energy transition.

This is the salary required to live comfortably in Texas in 2026

Money Matters

A new national report looking at the income it takes to live comfortably in each of the 50 states has revealed Texans need to earn slightly less now than a year ago.

SmartAsset analyzed what a single individual, as well as family of four, must earn to cover minimum basic needs adjusted using the 50/30/20 budgeting rule. The resulting estimate represents the annual, pre-tax income needed to live comfortably in every U.S. state.

A single, full-time worker needs to make $90,563 to live comfortably in the Lone Star State, the report found, which is down a meager 0.2 percent from last year ($90,771).

Under the 50/30/20 budgeting strategy, that means a single Texas earner would have $45,282 to spend on necessities like housing and utilities, $27,169 for discretionary spending, and $18,113 for emergencies or retirement savings.

Texas ranked 34th nationally in SmartAsset's list of states with the highest income needed for a single adult to live "in sustainable comfort" in 2026. Only five other states — Tennessee, Maryland, Louisiana, North Carolina, and Mississippi — saw a decline in the income needed to live comfortably this year.

For a family of four to live comfortably in Texas, income requirements change significantly, according to the findings. To support a two-child household, a family needs $203,424 in combined total household income to be considered financially stable. This is down slightly from 2025, when SmartAsset reported a family of four in needed $204,922 to live comfortably in Texas.

This is a comfortable lifestyle for a family of four in Texas, according to the report:

  • $101,712 dedicated to necessities and living expenses
  • $61,027 dedicated to discretionary spending
  • $40,685 dedicated to emergencies, savings, or debt repaymen

According to the report, a family of four now needs to make at least $200,000 to live comfortably in 40 U.S. states, a figure that is far out of reach for many American families.

"As housing, grocery, transportation and other essential costs pressure household budgets, earning a six-figure salary no longer guarantees financial comfort in much of the U.S.," the report said. "A single adult now needs at least $80,000 a year to live comfortably in every state, while the threshold exceeds $100,000 in nearly half of states. For a family of four, the income needed to live comfortably is as much as $329,000."

Still, earning the minimum income to live comfortably in Texas doesn't guarantee financial stability in the Lone Star State's major cities. Earlier this year, SmartAsset determined single residents in Houston need to make about $90,000 to qualify as financially stable, while families of four need around $205,000.

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This article originally appeared on CultureMap.com.