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Circa 2018


Computer scientists have created an AI called Bayou that is able to write its own software code, reports Futurity. Though there have been attempts in the past at creating software that can write its own code, programmers generally needed to write as much or more code to tell the program what kind of applications they want it to code as they would write if they just coded the app itself. That’s all changed with Bayou.

The AI studies all the code posted on GitHub and uses that to write its own code. Using a process called neural sketch learning, the AI reads all the code and then associates an “intent” behind each. Now when a human asks Bayou to create an app, Bayou associates the intent its learned from codes on Github to the user’s request and begins writing the app it thinks the user wants.

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A great analogy can often be the key to innovation, making it possible to transfer knowledge from one domain to another. Now researchers have shown that rather than relying on eureka moments, crowdsourcing and AI can dramatically speed up the search for these parallels.

Examples of analogies leading to major breakthroughs range from Edison’s early work in motion pictures to Kepler’s elucidation of the laws of planetary motion. But being able to strip away superficial differences and understand the underlying similarities between solutions to diverse problems has so far largely relied on individual genius.

That doesn’t need to be the case, though, according to the authors of a recent paper in PNAS. By splitting the task up and leveraging the strengths of both crowdsourcing and AI, they were able to find novel analogies that could help solve a variety of problems in creative ways.

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As part of its effort to upgrade its manufacturing sector, the Chinese government started a campaign in 2014 with the overall aim gradually replace manual labour with robots, with the heavily industrialised provinces of Jiangsu, Zhejiang, and Guangdong among those introducing the new technology on a massive scale.


Companies, including iPhone manufacturer Foxconn, are turning to robots with around 100 million workers in China’s manufacturing industry under threat.

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