The Limits to Machine Learning: The Human Element in the Fake News Wars

AI alone cannot stop the scourge of fake news

Machine by bark

There has been a dizzying array of technological developments over the past few years.

As one simple example, self-driving cars are an elegant combination of mechanical engineering, artificial intelligence, and machine learning.

As such, you would think that similar combinations of analogous technologies would be ripe for solving seemingly intractable socio-technical issues.

Given the current news obsession, think fake news.

Although major social media platforms are finally acknowledging their role in hosting various forms of disinformation, whether this online sharing was intentional or not, their methods may not be sufficient.

For example, some experts believe that even the smartest forms of artificial intelligence only match a four-year-old.

artificial-intelligence-2228610_1920 by Many Wonderful Artists

And maybe even more troubling, algorithms have even been used to put alternative words into the video of speakers’ mouths. In essence, the algorithms intended to assist a problem can even be used to make it worse.

Our tools seem to dictate our engagement with the tasks in front of us.

And although the major online platforms are becoming increasingly sophisticated, incorporating a human element in terms of surveying, curating, and limiting the spread of fake news online will most likely be our best solution to deal with fake news.

At least, that is, until AI becomes at least as smart as a five-year-old…

About dinosossi

I produced media for AOL, CBS newsmagazine “60 Minutes,” CNN, the New York Times, the United Nations, & Viacom’s vh1. My documentaries have screened at festivals in New York and Los Angeles, universities like Berkeley, Cambridge, Columbia, Harvard, Oxford, and Pennsylvania, and the UN's NYC headquarters. My work has been broadcast on CBC, CTV, Discovery USA, Globe & Mail, IFC, Life, MTV Canada, MuchMoreMusic, One, Pridevision, and PrimeTV. My storytelling has been exhibited at the San Francisco Museum of Modern Art. I taught at Adelphi, Columbia, NYU, CUNY, & The College of New Jersey. I have performed storytelling at the Moth StorySLAM in New York. Please contact me at dds285@nyu.edu or www.dinosossi.com
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