Houston voices

Now is the time to expand machine learning, says Houston researcher

We're living in the age of machine learning and artificial intelligence. Miguel Tovar/University of Houston

One might not expect the game of checkers to have anything to do with artificial intelligence, but the game really marked the beginning of machine learning in 1959. Pioneered by an MIT professor named Arthur Lee Samuel, it was discovered that teaching a simple strategy game to a computer is not so simple when every move needs to be anticipated.

Smart machines Additionally, in a Forbes article about the difference between artificial intelligence and machine learning, Bernard Marr comments, "Artificial Intelligence is the broader concept of machines being able to carry out tasks in a way that we would consider 'smart'. And, machine learning is a current application of AI based around the idea that we should really just be able to give machines access to data and let them learn for themselves."

That's the premise of many a movie involving computers which become sentient, but is it really science fiction anymore?

Meet the new boss

Teaching a computer to think like a human is advantageous and includes the added bonus of increased speed. Computers aren't biased, either — which is why huge corporations, such as Unilever, use computers to thin out their first wave of applicants. You actually interview with a bot when you begin the employment process there.

Cause and effect AI and ML are often used in cybersecurity efforts — at least one would suppose. But in Security magazine, Jordan Mauriello writes: "AI/ML cannot do causation." That means artificial intelligence cannot, at this point in time, tell you why something happened. The why? is best left to experts who deal with game theory and other ways of determining how to defend against hypothetical attacks.

Get in on the ground floor

The field is growing and students at colleges across the country are beginning to train for careers in it in droves.

"America's top colleges are ramping up their research efforts and developing concentrations for their computer science degree programs to accommodate this high-tech field," writes Great Value Colleges on their blog. It looks as though this discipline is on an upward trajectory and shows no sign of slowing down.

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This article originally appeared on the University of Houston's The Big Idea. Sarah Hill, the author of this piece, is the communications manager for the UH Division of Research.

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Building Houston

 
 

This week's roundup of Houston innovators includes Madison Long of Clutch, Ty Audronis of Tempest Droneworx, and Juliana Garaizar of Greentown Labs. 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 drones to energy tech— recently making headlines in Houston innovation.


Madison Long, co-founder and CEO of Clutch

Madison Long joins the Houston Innovators Podcast to discuss Clutch's recent national launch and the role Houston played in the company's success. Photo courtesy of Clutch

Houston-based creator economy platform Clutch — founded by CEO Madison Long and CTO Simone May — celebrated its nationwide launch earlier this month. The platform connects brands to its network of creators for reliable and authentic work — everything from social media management, video creation, video editing, content creation, graphic design projects, and more.

When the company first launched its beta in Houston, the platform (then called Campus Concierge) rolled out at three Houston-area universities: Texas Southern University, Rice University, and Prairie View A&M. The marketplace connected any students with a side hustle to anyone on campus who needed their services.

Long shares on this week's Houston Innovators Podcast that since that initial pilot, they learned they could be doing more for users.

"We recognized a bigger gap in the market," Long says. "Instead of just working with college-age students and finding them side hustles with one another, we pivoted last January to be able to help these young people get part-time, freelance, or remote work in the creator economy for businesses and emerging brands that are looking for these young minds to help with their digital marketing presence." Read more and listen to the episode.

Ty Audronis, co-founder of Tempest Droneworks

Dana Abramowitz and Ty Audronis co-founded Tempest Droneworks. Photo courtesy of Tempest Droneworx

Ty Audronis, fueled by wanting to move the needle on wildfire prevention, wanted to upgrade existing processes with real-time, three-dimensional, multi-spectral mapping, which exactly where his company, Tempest Droneworx, comes in.

That software is called Harbinger. Audronis explains that the real-time management and visualization solution is viewable on practically any device, including mobile or augmented reality. The system uses a video game engine for viewing, but as Audronis puts it, “the magic happens” on the back end.

The company was just the two founders until five weeks ago, when Tempest’s size doubled, including a full-time developer. Once Tempest receives its SIBR check, the team will grow again to include more developers. They are currently looking for offices in the city. As Audronis says, Tempest Droneworx is “100-percent made in Houston.” Read more.

Juliana Garaizar, chief development and investment officer and head of Houston incubator of Greentown Labs

Juliana Garaizar is now the chief development and investment officer at Greentown Labs, as well as continuing to be head of the Houston incubator. Image courtesy of Greentown

Greentown Labs named a new member to its C-suite. Juliana Garaizar, who originally joined Greentown as launch director ahead of the Houston opening in 2021, has been promoted from vice president of innovation to chief development and investment officer.

"I'm refocusing on the Greentown Labs level in a development role, which means fundraising for both locations and potentially new ones," Garaizar tells InnovationMap. "My role is not only development, but also investment. That's something I'm very glad to be pursuing with my investment hat. Access to capital is key for all our members, and I'm going to be in charge of refining and upgrading our investment program."

While she will also maintain her role as head of the Houston incubator, Greentown Houston is also hiring a general manager position to oversee day-to-day and internal operations of the hub. Garaizar says this role will take some of the internal-facing responsibilities off of her plate. Read more.

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