Trippy video breaks down how YouTube demonetizes LGBTQ creators for using words like 'gay'

It's long been rumored that YouTube's machine learning algorithm specifically demonetizes LGBTQ content — despite YouTube's denials.

But the allegations got a boost over the weekend when two creators published videos pointing out how they think YouTube goes about blocking LGBTQ content from making money.

YouTube Analyzed fed more than 15,000 words used in titles to YouTube's bots to figure out what the platform deems too scandalous for advertisers. Words that triggered demonetization in his tests include "gay" and "homosexual."

Another channel, Nerd City, then broke down YouTube Analyzed's data in the acid trip of a video seen above. Before tackling YouTube's shadowy demonetization policy, Nerd City was known for diving into Jake Paul's insidious marketing schemes, exposing family vlogging channels as exploitative, and highlighting obviously edited Instagram photos as bad for young followers' self esteem. Read more...

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Instagram accidentally reinstated Pornhub’s banned account

After years of on-and-off temporary suspensions, Instagram permanently banned Pornhub’s account in September. Then, for a short period of time this weekend, the account was reinstated. By Tuesday, it was permanently banned again. “This was done in error,” an Instagram spokesperson told TechCrunch. “As we’ve said previously, we permanently disabled this Instagram account for repeatedly violating our policies.” Instagram’s content guidelines prohibit nudity and sexual solicitation . A Pornhub spokesperson told TechCrunch, though, that they believe the adult streaming platform’s account did not violate any guidelines. Instagram has not commented on the exact reasoning for the ban, or which policies the account violated. It’s worrying from a moderation perspective if a permanently banned Instagram account can accidentally get switched back on. Pornhub told TechCrunch that its account even received a notice from Instagram, stating that its ban had been a mistake (that message itse...

Watch Aidy Bryant completely lose it as 'SNL' roasts political pundits

On Saturday Night Live , there are breaks and then there's whatever happened here. The Season 45 premiere featured a sketch that was meant to expose the empty noisemaking of political punditry on TV. But part of the joke involved a series of quick costume changes, and some weirdness during one of those switches led to a complete and total breakdown. Aidy Bryant, the segment's host, couldn't take it. She manages to keep it together until what appears to be an accidental wide shot exposes some of the magic as we see a woman who's probably a member of the SNL wardrobe crew fiddling with Aidy's costume. Read more... More about Saturday Night Live , Aidy Bryant , Entertainment , and Movies Tv Shows from Mashable https://ift.tt/2okrAOq via IFTTT

MVP versus EVP: Is it time to introduce ethics into the agile startup model?

Anand Rao Contributor Share on Twitter Anand Rao is global head of AI at PwC . The rocket ship trajectory of a startup is well known: Get an idea, build a team and slap together a minimum viable product (MVP) that you can get in front of users. However, today’s startups need to reconsider the MVP model as artificial intelligence (AI) and machine learning (ML) become ubiquitous in tech products and the market grows increasingly conscious of the ethical implications of AI augmenting or replacing humans in the decision-making process. An MVP allows you to collect critical feedback from your target market that then informs the minimum development required to launch a product — creating a powerful feedback loop that drives today’s customer-led business. This lean, agile model has been extremely successful over the past two decades — launching thousands of successful startups, some of which have grown into billion-dollar companies. However, building high-performing product...

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