Skip to main content

Perspective is a new tool from Google that helps weed out ugly comments online

google perspective machine learning machack feat
Image used with permission by copyright holder
If you’re looking for a human cesspool, there is no better place to visit than the comment section of a YouTube video, a news article, or really, just about any anonymous public forum. But now, Google might have something of a solution. It’s called Perspective and it is a new technology from Google and Jigsaw (an Alphabet company focused on security) that employs machine learning to identify toxic comments. Once these comments are identified, publishers or users can start to weed them out.

According to a Google blog post announcement, 72 percent of American internet users have seen online harassment, and nearly 50 percent have experienced it themselves. “This problem doesn’t just impact online readers. News organizations want to encourage engagement and discussion around their content, but find that sorting through millions of comments to find those that are trolling or abusive takes a lot of money, labor, and time,” Google noted. “As a result, many sites have shut down comments altogether. But they tell us that isn’t the solution they want. We think technology can help.”

So what exactly is this technology? The new technology looks into various comments and compares them to previous content that has been considered “toxic” by human reviewers. This allows for Perspective to assign a score to new comments, and as it is exposed to more and more information, it gets better at identifying the trash.

Once toxicity scores have been assigned, Perspective allows publishers to decide what to do with this information. “For example, a publisher could flag comments for its own moderators to review and decide whether to include them in a conversation. Or a publisher could provide tools to help their community understand the impact of what they are writing,” Google explained.

Already, a version of Perspective is being tested with the New York Times, where it is helping a team of human moderators sift through comments in a  more efficient manner. But moving forward, Perspective wants to do more. “[The technology] is about more than just improving comments,” Google concluded. “We hope we can help improve conversations online.”

Editors' Recommendations

Lulu Chang
Former Digital Trends Contributor
Fascinated by the effects of technology on human interaction, Lulu believes that if her parents can use your new app…
Clever new A.I. system promises to train your dog while you’re away from home
finding rover facial recognition app dog face big eyes

One of the few good things about lockdown and working from home has been having more time to spend with pets. But when the world returns to normal, people are going to go back to the office, and in some cases that means leaving dogs at home for a large part of the day, hopefully with someone coming into your house to let them out at the midday point.

What if it was possible for an A.I. device, like a next-generation Amazon Echo, to give your pooch a dog-training class while you were away? That’s the basis for a project carried out by researchers at Colorado State University. Initially spotted by Chris Stokel-Walker, author of YouTubers:How YouTube Shook Up TV and Created a New Generation of Stars, and reported by New Scientist, the work involves a prototype device that’s able to give out canine commands, check to see if they’re being obeyed, and then provide a treat as a reward when they are.

Read more
OnePlus 8T vs. Google Pixel 5: Which new phone comes out on top?
OnePlus 8T

2020 is almost drawing to a close, but the smartphone industry still hasn't run out of eye-catching flagships to launch. October saw the release of (among others) the Google Pixel 5 and the OnePlus 8T, both of which offer a range of enticing features at a reasonable price level. The Pixel 5 continues Google's fine tradition of delivering competition-beating cameras, while the OnePlus 8T is a strong all-rounder that lets you recharge its battery faster than you can make a hot meal. They're both lovely phones, but we need to know: Which one is better?

We answer this question by comparing the Pixel 5 and OnePlus 8T in a direct head-to-head. We look at their specs, designs, displays, performance, cameras, software, and special features, while counting which one wins in most categories. This should help you decide which Android flagship is more to your taste.
Spec

Read more
Human moderators can’t stop online hate speech alone. We need bots to help
solving hate speech with ai hatespeech

The internet has a hate speech problem.

Go to any YouTube comments section or trawl social media for even a short amount of time and you’ll find no shortage of offensive, frequently prejudiced comments. But how do you solve this problem? And, in doing so, how do you avoid accidentally making it worse?

Read more