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Machine learning algorithms are now involved in the bulk of video removal from YouTube. ~80% of videos removed by YouTube in Q4 2017 were initially flagged by a computer, with many receiving less than 10 views before removal:
The vast majority of videos removed from YouTube toward the end of last year for violating the site's content guidelines had first been detected by machines instead of humans, the Google-owned company said on Monday. YouTube said it took down 8.28 million videos during the fourth quarter of 2017, and about 80 percent of those videos had initially been flagged by artificially intelligent computer systems.
The new data highlighted the significant role machines — not just users, government agencies and other organizations — are taking in policing the service as it faces increased scrutiny over the spread of conspiracy videos, fake news and violent content from extremist organizations. Those videos are sometimes promoted by YouTube's recommendation system and unknowingly financed by advertisers, whose ads are placed next to them through an automated system.
[...] Betting on improvements in artificial intelligence is a common Silicon Valley approach to dealing with problematic content; Facebook has also said it is counting on A.I. tools to detect fake accounts and fake news on its platform. But critics have warned against depending too heavily on computers to replace human judgment.
Also at Recode.
Previously:
Google Fails to Stop Major Brands From Pulling Ads From YouTube
AI Beating Mechanical Turks at YouTube Censorship Accuracy
Related:
YouTube Cracks Down on Weird Content Aimed at Kids
A.I. Algorithm Recognizes Terrorist Propaganda With 99% Accuracy
(Score: 2) by acid andy on Wednesday April 25 2018, @04:27PM
VLM, have you seriously absorbed that little of what people have been saying on here over the last few years?
Classical (civil) libertarian is anti-authoritarianism and also anti- big business when it steps on the liberty of the little guy. Because of the two axes of the political compass, that's not necessarily left nor right wing (a distraction as the GP noted). The media and politicians have hijacked the term "libertarian" to only apply to the right now but there are probably just as many lefties (if not more) that support those original libertarian ideals.
Apologies if my post is a bit abrupt btw. Been a rough day.
If a cat has kittens, does a rat have rittens, a bat bittens and a mat mittens?