youtube-claims-it’s-getting-better-at-enforcing-its-own-moderation-rules

YouTube claims it’s getting better at enforcing its own moderation rules

YouTube wants the world to know that it’s doing a better job than ever of enforcing its own moderation rules. The company says that a shrinking number of people see problematic videos on its site — such as videos that contain graphic violence, scams, or hate speech — before they’re taken down.

In the final months of 2020, up to 18 out of every 10,000 views on YouTube were on videos that violate the company’s policies and should have been removed before anyone watched them. That’s down from 72 out of every 10,000 views in the fourth quarter of 2017, when YouTube started tracking the figure.

But the numbers come with an important caveat: while they measure how well YouTube is doing at limiting the spread of troubling clips, they’re ultimately based on what videos YouTube believes should be removed from its platform — and the company still allows some obviously troubling videos to stay up.

The stat is a new addition to YouTube’s community guidelines enforcement report, a transparency report updated quarterly with details on the types of videos being removed from the platform. This new figure is called Violative View Rate, or VVR, and tracks how many views on YouTube happen on videos that violate its guidelines and should be taken down.

This figure is essentially a way for YouTube to measure how good it’s doing at moderating its own site, based on its own rules. The higher the VVR, the more problematic videos are spreading before YouTube can catch them; the lower the VVR, the better YouTube is doing at stamping out prohibited content.

YouTube made a chart showing how the figure has fallen since it started measuring the number for internal use:

A chart from YouTube showing VVR since measurements started.
Image: YouTube

The steep drop from 2017 to 2018 came after YouTube started relying on machine learning to spot problematic videos, rather than relying on users to report problems, Jennifer O’Connor, YouTube’s product director for trust and safety, said during a briefing with reporters. The goal is “getting this number as close to zero as possible.”

Videos that violate YouTube’s advertising guidelines, but not its overall community guidelines, aren’t included in the VVR figure since they don’t warrant removal. And so-called “borderline content” that bumps up against but doesn’t quite violate any rules isn’t factored in either for the same reason.

O’Connor said YouTube’s team uses the figure internally to understand how well they’re doing at keeping users safe from troubling content. If it’s going up, YouTube can try to figure out what types of videos are slipping through and prioritize developing its machine learning to catch them. “The North Star for our team is to keep users safe,” O’Connor said.

nvidia-rtx-voice-officially-works-on-gtx-graphics-cards

Nvidia RTX Voice Officially Works on GTX Graphics Cards

(Image credit: Nvidia)

In a strange twist of fate, Nvidia quietly patched its RTX Voice app at an unknown time to support all GeForce GTX graphics cards supported under Nvidia’s 410.18 driver or newer. This means RTX Voice works with all products from the best graphics cards in the RTX 30-series down to the GTX 600-series. 

Nvidia released RTX Voice a year ago as a new spin-off feature for RTX 20-series GPUs to improve audio communication by reducing unwanted background noise intelligently using AI. Nvidia claimed the app uses the Tensor cores built into its latest products to accomplish this feature.

But ironically, right after the app was released, a super-simple hack leaked allowing you to run RTX Voice on Windows 7 and, best of all, non-RTX GPUs. 

So it’s not too surprising that Nvidia eventually patched RTX Voice itself to support GTX graphics cards. However, the RTX nomenclature becomes very misleading with the new change.

If you want to use RTX Voice on your GeForce GTX GPU, you can head here to download the app.

But, if you own an RTX 20-series or RTX-30 series graphics card, you’re better going off going with its successor, RTX Broadcast, which includes RTX Voice and a webcam feature that allows you to set up virtual backgrounds when streaming or video chatting. Plus, it’s doubtful that RTX Voice will receive ongoing updates, unlike RTX Broadcast. 

But our casual in-house testing has found bot the older RTX Voice app and newer RTX Broadcast to work surprisingly well. I’ve used both on my RTX 2060 Super, and it’s one of the best programs I’ve come across that accurately deletes background noise without killing or muting your voice. For more, see our Nvidia Broadcast noise removal demos on our YouTube channel.