AI Predicts Fruit Fly Behavior With Stunning Accuracy

Cowley’s team recorded the fruit fly courtship process over a series of “dates” in a petri dish, tracking the behavior of the male in response to any sight of the female . Tiny microphones placed below this “arena” captured the songs the male produced by beating its wings. Credit: Cowley Lab/Cold Spring Harbor Laboratory

We’ve all heard the saying, “The eyes are the window to the soul.” But remember, windows offer a view in both directions. Our eyes are also our windows to the world. What we see and how we see it help determine how we move through the world. In other words, our vision helps guide our actions, including social behaviors.

Watch as the male fruit fly courts a female companion . The corresponding animation captures the male fly’s point of view. Credit: CSHLCSHL Assistant Professor Benjamin Cowley and his team honed their AI model through a technique they developed called “knockout training.” First, they recorded a male fruit fly’s courtship behavior—chasing and singing to a female.

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AI model accurately predicts male fruit flies' courtship behavior in response to sight of a femaleWe've been told, 'The eyes are the window to the soul.' Well, windows work two ways. Our eyes are also our windows to the world. What we see and how we see it help determine how we move through the world. In other words, our vision helps guide our actions, including social behaviors.
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New AI accurately predicts fly behaviorResearchers trained an AI model to accurately predict male fruit flies' courtship behavior in response to any sight of a female. This breakthrough offers new insight into how the brain processes visual data and may someday pave the way for artificial vision technology.
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