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

 
 

Planning to open in the coming months, The Ion Houston has made great progress on its construction. Scroll down to view the slideshow. Photo by Natalie Harms

The Ion Houston is expected to open its doors this year, and the building's exterior is close to completion. Now, the construction team is focusing on interiors and then tenant build outs.

The 270,000-square-foot coworking and innovation hub owned and managed by Rice Management Co. is slated to be a convening building for startups, corporations, academic partners, investors, and more. The building is organized as follows:

  • The underground Lower Level will act as academic flex space with a few classrooms and open-concept desks for The Ion's accelerators, including: The Ion Smart and Resilient Cities Accelerator, DivInc, the Rice Alliance's Clean Energy Accelerator, and the Aerospace Innovation Hub and Accelerator. There will also be an event space and The Ion's own programming.
  • On the first, street-level floor, The Ion's restaurant tenants will reside with access from both the greenspace as well as into the building. The Ion's first three restaurant tenants include: Late August, Common Bond, and STUFF'd Wings.
  • Additionally, the first floor will be home to a venture studio and the prototyping lab. There is additional space available for other tenants.
  • On the second floor, there will be 58,000 square feet of coworking space managed by Common Desk. Note: For floors 2 and up of the Ion, tenants will have access cards that allow them entrance. The first and lower floors will not require access cards.
  • The third floor of the building will house eight to 10 tenants each with 5,000 to 10,000 square feet of space. Chevron was announced as the first tenant and will reside on this floor.
  • On the fourth and fifth floors, The Ion will house one to two larger tenants on each level. These levels of the building were added on to the existing structure. The fourth floor features two balconies that tenants will have access to. Microsoft is signed on to have its space on half of the fifth floor.
The Ion is still planning on an open date in late spring or summer. For leasing information, click here. Scroll through the slideshow of construction images and renderings to see the progress of the building.

Exterior nears completion

Photo by Natalie Harms

The building's exterior is almost complete and kept much of the original building's facade. The new materials brought in match the existing color scheme.

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