Determining the credibility of information on social media can be challenging. Posts may be presented as if they are truthful, but truth comes with some subjectivity. This is where fact-checking tools—like the encyclopedic knowledge of Wikipedia—are essential. That is, if they present neutral information and offer unbiased results, a transparent revision history and the ability to be edited.
In this episode of Big Tech, co-hosts David Skok and Taylor Owen speak with Katherine Maher, the Wikimedia Foundation’s chief executive officer and executive director. Maher joined Wikimedia in 2016 just prior to the election of President Donald Trump. She is acutely aware of Wikipedia’s emerging role as a fact-checking tool.
Transparent revision history is a cornerstone of Wikipedia. Anyone using the tool can access the edit log and provide their own edits to correct information. Some technologies subvert this process. For example, connected devices like smart speakers pull Wikipedia’s information to provide answers to users without allowing feedback or sharing a record of edits.
Other factors influence Wikipedia’s transparency and neutrality, as well. Maher’s team is looking to address biases that exist within Wikipedia’s database; she acknowledges that there is a gender imbalance, both with Wikipedia editors (80 percent of edits are made by men) and with the low percentage of articles about women and minorities. Maher explains, “We know, for example, that an article about a woman is four times more likely to mention her marital status than an article about a man. If you’re doing [AI] training of semantic pairing and you start to associate someone’s marital status with their gender, in so far as there’s a sort of higher correlation of value to someone being married or divorced, being a woman that propagates that bias out into all of the products that are then going to go ahead and use that algorithm or that dataset in the future.” Wikipedia will need to work to solve those issues if it wishes to remain a trusted source for facts.
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