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Home / News / Science News / Will AI replace humans in the development of AI software?
  • Science

    Will AI replace humans in the development of AI software?

    Shiladitya Ray
    Written by
    Shiladitya Ray
    Mail
    Last updated on Jan 23, 2017, 09:07 pm
    Will AI replace humans in the development of AI software?
  • While the development of machine-learning and artificial intelligence technology, as of now, is done mostly by humans, it could soon cease to be so.

    MIT, in a recent report, looked at various projects which are employing AI programs to develop machine-learning software, and the results are promising.

    This shift, if it happens, will come with its own set of advantages and disadvantages.

  • In this article
    Eliminating the need for expertise in making AI software Software-developed machine learning software showing promising results The advantages of software-designed machine learning programs Using AI for mundane AI training could benefit human scientists The disadvantages of software-designed machine learning programs
  • Quote

    Eliminating the need for expertise in making AI software

  • "Currently the way you solve problems is you have expertise and data and computation. Can we eliminate the need for a lot of machine-learning expertise?," asked Jeff Dean, the leader of the Google Brain research group.

  • Projects

    Software-developed machine learning software showing promising results

    Software-developed machine learning software showing promising results
  • Google Brain recently used AI software to develop a machine-learning program - in the benchmark test, the program surpassed results produced by its human-developed counterpart.

    Other independent groups such as Elon Musk co-founded Open AI, University of Berkeley, MIT, Google DeepMind also reported considerable progress is software-developed machine-learning software.

    All of the above points to an upcoming revolution in AI software development.

  • Advantages

    The advantages of software-designed machine learning programs

    The advantages of software-designed machine learning programs
    Credits:
  • There is a serious dearth of human expertise in the sphere of AI software development.

    As a result, companies pay massive amounts to sign such experts.

    However, if self-starting AI programs become a reality, not only will the resource burden go down, but the pace at which machine-learning software is implemented in the economy will see a major jump.

  • Quote

    Using AI for mundane AI training could benefit human scientists

  • "Easing the burden [of training AI] on the data scientist is a big payoff. It could make you more productive, make you better models, and make you free to explore higher-level ideas," said Otkrist Gupta, a researcher at MIT Media Labs.

  • Disadvantages

    The disadvantages of software-designed machine learning programs

    The disadvantages of software-designed machine learning programs
    Credits:
  • Despite the promise in self-starting AI programs, it poses two major problems.

    Firstly, as of now, software which beats its human counterparts at making machine-learning programs requires a massive amount of computational power, and hence is a costly endeavour.

    Secondly, such a shift to software-designed software would enforce fears of AI replacing an increasing number of human jobs in various fields.

  • Elon Musk
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