How Will Facebook’s New Algorithm Police Hate Speech?

Concept of problems of today internet. Hate speech caption isolated on notebook keyboard with blank keys.
B&T Magazine
Edited by B&T Magazine



In early December, reports emerged that Facebook is overhauling its algorithms used to detect hate speech. But now the social media conglomerate has explained how its new, advanced AI will differ from that of the past.

According to Facebook regional vice president Dan Neary, hate speech accounts for 0.1 to 0.11 per cent of all posts on Facebook—with the average user experiencing 10 to 11 views of hate speech that violate the platform’s content policies for every 10,000 views of content.

In addition, the detection rate for hate speech identified by Facebook’s AI before it is reported to the company is now at 94.7 per cent—up from 80.5 per cent a year ago and just 24 per cent in 2017.

The technology is, according to Neary, extremely effective at detecting what Facebook defines as hate speech. But recent reports from The Washington Post revealed Facebook has, for more than a year, been in the process to overhaul what it detects, and what it removes, as hate speech.

As The Post reports, this is because its algorithms were “race-blind”, with comments like “White people are stupid” treated the same as anti-Semitic or racist slurs prior to the overhaul.

The algorithms were not making a distinction between groups that were more likely to be targets of hate speech and those that have not been historically marginalised.

So, how will Facebook’s new methods of detection differ from those of the past?

“We know that hate speech targeted towards underrepresented groups can be the most harmful, which is why we have focused our technology on finding the hate speech that users and experts tell us is the most serious,” a Facebook spokesperson tells B&T.

“Over the past year, we’ve also updated our policies to catch more implicit hate speech, such as content depicting Blackface, stereotypes about Jewish people controlling the world, and banned holocaust denial.”

Thanks to significant investments in its technology Facebook now proactively detects 95 per cent of the content it removes.

The spokesperson added that it continues to improve how it enforces its rules as hate speech “evolves over time”.

“We have worked hard to understand the impact of our work on underrepresented groups as we know that hate speech targeted towards them can be the most harmful,” the spokesperson said.

The new overhaul, known as the ‘WoW Project’, is understood to have been running since 2019, as the result of working with external experts, external research and internal research, including frameworks like Susan Benesch’s Dangerous Speech project.

As a result, Facebook has made updates to focus its proactive detection technologies on catching the hate speech users and experts say is the most serious, including dehumanising speech, and expressions of contempt or inferiority.

However, these combined insights have seen Facebook stop using its proactive technology to find a small subset of attacks against White people, Americans, and men.

This is understood to have improved the precision of the hate speech Facebook does go after: the social media conglomerate now goes after more harmful hate speech, because its technology is more accurate at finding and removing this content.

The small subset of attacks that Facebook’s proactive technology is no-longer trained to find—phrases like ‘Men are Dumb’ and ‘Americans are Stupid’—will, however, still be removed if someone reports them.

This is understood to come in a bid to stop the perception of Facebook over enforcing on speech that is deemed less harmful, including people posting ‘Men are Trash’ after a breakup.




Please login with linkedin to comment

Facebook hate speech

Latest News

New Business Wins For We Scout
  • Marketing

New Business Wins For We Scout

Indie comms agency We Scout announces new business wins. Well, you'd hardly announce new business losses, would you?

Oceania map with connection networks.
  • Media

Zenith Wins Superloop’s Media

The Zenith Christmas party set to be a wholly more bawdy, jolly soirée after agency nabs end-of-year win.

Archibald Williams Wins NBA Digital, Activation & Fan Engagement Accounts For APAC
  • Media

Archibald Williams Wins NBA Digital, Activation & Fan Engagement Accounts For APAC

Independent brand and digital agency, Archibald Williams (AW) has been appointed to lead the NBA account across the APAC region. The NBA is one of the most prestigious sporting leagues in the world and basketball is one of the fastest-growing sports in Australia. Effective immediately, AW said it was “excited” to work across all digital, […]

QMS Champions Creativity As First Most Contagious APAC 2023 Sponsor
  • Advertising

QMS Champions Creativity As First Most Contagious APAC 2023 Sponsor

Leading digital outdoor company QMS has announced it is the first-ever inaugural partner for Most Contagious APAC, the landmark London event by creative and strategic intelligence company Contagious, which will be showcased in Australia on Tuesday, 12 December in Sydney and Wednesday, 13 December in Melbourne. Most Contagious is an event that delivers key advertising […]

OMG’s Annalect First To Get Meta’s Advanced Analytics
  • Technology

OMG’s Annalect First To Get Meta’s Advanced Analytics

Omnicom’s data and analytics division Annalect has partnered with Meta, giving it access to Advanced Analytics (AA) – one of Meta’s privacy-focused measurement solutions – to provide Omnicom’s clients with future-proof, next-level measurement. Omnicom is the first holding company to have access to AA. AA allows advertisers to combine their first-party data with Meta’s ads […]

AKQA Launches Eco-Conscious AI DIY Assistant Encouraging People To Gift More Sustainably
  • Technology

AKQA Launches Eco-Conscious AI DIY Assistant Encouraging People To Gift More Sustainably

WPP’s AKQA has launched Fixmas.gift, an environmentally conscious AI-powered DIY assistant, affectionately known as Fixie, for a one-stop solution for all things repair. Fixmas.gift hosts an array of guides and inspiration to empower people to prolong the lives of their belongings or purchase pre-owned items that need a little love and care. Fixie can: Help […]