An AI Is Playing Pictionary To Figure Out How the World Works

Researchers at the Allen Institute for AI (Ai2) believe that Pictionary could push machine intelligence beyond its current limits. To that end, they have devised an online version of the game that pairs a human player with an AI program. MIT Technology Review reports: In case you've never played it before, Pictionary involves trying to draw an image that conveys a written word or phrase for your teammates to guess. This tests a person's drawing skills but also the ability to convey complex meaning using simple concepts. Given the phrase 'wedding ring,' for example, a player might try to draw the object itself but also a bride and groom or a wedding ceremony.

That makes it the perfect vehicle to help teach machines. The team developed an online version of the game, called Iconary, that pairs a user with an AI bot called AllenAI. Both take turns as the artist and the guesser. Playing as artist, a user is given a phrase and then has to sketch things to convey it. The sketches are first turned into clip-art icons using computer vision; then the computer program tries to guess the phrase using a database of words and concepts and the relationship between them. If the program gets only part of the phrase, it will ask for another image to clarify. The AI program uses a combination of AI techniques to draw and guess. Over time, by playing against enough people, AllenAI should learn from their common-sense understanding of how concepts (like 'books' and 'pages') go together in everyday life, Fahadi says. It will also help the researchers explore ways for humans and machines to communicate and collaborate more effectively.

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