“As we get more ratings from fact-checkers on photos and videos, we will be able to improve the accuracy of our machine learning model,” Woodford writes. The company is also working on technological solutions to determine whether visual content had been manipulated (as is the case with “deepfake” videos like this, for example).

Manipulated images are a common way to the spread of misinformation, and hoaxers are getting more and more sophisticated with their methods, but text-based articles are hard enough to check. The current system is far from perfect, and now Facebook is piling on yet another, difficult ask.

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