Pinterest 淹没在人工智能垃圾和自动审核的海洋中。
Pinterest is drowning in a sea of AI slop and auto-moderation

原始链接: https://www.404media.co/pinterest-is-drowning-in-a-sea-of-ai-slop-and-auto-moderation/

## Pinterest 用户因人工智能大改动而反抗 Pinterest 正在面临用户,尤其是艺术家的强烈反对,他们认为该平台因其积极推动人工智能而正在被毁掉。过去一年,用户报告称,人工智能驱动的审核功能不断出现问题,错误地标记和删除内容——尤其是女性图像——并需要繁琐的上诉。与此同时,信息流中充斥着人工智能生成艺术作品,经常与真实的手绘作品一起被错误标记,并带有不准确的“人工智能修改”标签。 这为艺术家们创造了一个令人沮丧的循环,他们花费宝贵的时间来纠正错误和对抗算法的错误识别。许多人担心 Pinterest 正在优先发展人工智能——最近的裁员和对人工智能驱动职位的关注证明了这一点——而牺牲了用户体验和内容完整性。 这种情况正在促使一些艺术家完全离开该平台,担心他们的作品未经同意会被用于训练 Pinterest 自己的 AI 工具。虽然 Pinterest 坚持使用人工智能和人工审核相结合的方式,但用户越来越感到被忽视,并认为该平台由于合成内容的涌入和有缺陷的审核而正在变得“过时”。

Hacker News 的讨论强调了人们对 Pinterest 日益增长的不满,用户指出由于大量人工智能生成内容(“垃圾”)和过度广告,导致质量下降。 许多评论员报告 Pinterest 变得无法使用,并主动避免在搜索结果中出现。 对话还涉及 Pinterest 的商业模式,一位用户认为它充当 eBay 的潜在客户生成器。 提出了替代方案,包括自我归档工具 Bookmarker 和基于 ATProto 协议的平台。 虽然有人担心 ATProto 可能会变得中心化,但另一些人强调其设计*允许*去中心化——这是 Pinterest 当前结构的一个关键区别。 尽管月活跃用户增长了 12%(达到 6.19 亿),但总体情绪对其当前状态持负面态度。
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原文

Pinterest has gone all in on artificial intelligence and users say it's destroying the site. Since 2009, the image sharing social media site has been a place for people to share their art, recipes, home renovation inspiration, corny motivational quotes, and more, but in the last year users, especially artists, say the site has gotten worse. AI-powered mods are pulling down posts and banning accounts, AI-generated art is filling feeds, and hand drawn art is labeled as AI modified.

“I feel like, increasingly, it's impossible to talk to a single human [at Pinterest],” artist and Pinterest user Tiana Oreglia told 404 Media. “Along with being filled with AI images that have been completely ruining the platform, Pinterest has implemented terrible AI moderation that the community is up in arms about. It's banning people randomly and I keep getting takedown notices for pins.”

Oreglia’s Pinterest account is where she keeps reference material for her work, including human anatomy photos. In the past few months, she’s noticed an uptick in seemingly innocuous photos of women being flagged by Pinterest’s AI moderators. Oreglia told 404 Media there’s been a clear pattern to the reference material the site has a problem with. “Female figures in particular, even if completely clothed, get taken down and I have to keep appealing those decisions,” she said. This pattern is common on many social media platforms, and predates the advent of generative AI. 

“We publish clear guidelines on adult sexual content and nudity and use a combination of AI and human review for enforcement,” Pinterest told 404 Media. “We have an appeals process where a human reviews the content and reactivates it when we’ve made a mistake.” It also confirmed that the site uses both humans and automated systems for moderation.

Oreglia shared some of the works Pinterest flagged including a photo of a muscular woman in a bikini holding knives, a painting of two clothed women in an intimate embrace, and a stock photo of a man holding a gun on a telephone that was flagged for “self-harm.” In most cases, Oreglia can appeal and get a decision reversed, but that eats up time. Time she could be spending making art.

And those appeals aren’t always approved. “The worst case scenario for this stuff is that you get your account banned,” Oreglia said.

r/Pinterest is awash in users complaining about AI-related issues on the site. “Pinterest keeps automatically adding the ‘AI modified’ tag to my Pins...every time I appeal, Pinterest reviews it and removes the AI label. But then… the same thing happens again on new Pins and new artwork. So I’m stuck in this endless loop of appealing → label removed → new Pin gets tagged again,” read a post on r/Pinterest

The redditor told 404 Media that this has happened three times so far and it takes between 24 to 48 hours to sort out. 

“I actively promote my work as 100% hand-drawn and ‘no AI,’” they said. “On Etsy, I clearly position my brand around original illustration. So when a Pinterest Pin is labeled ‘Hand Drawn’ but simultaneously marked as ‘AI modified,’ it creates confusion and undermines that positioning.”

Artist Min Zakuga told 404 Media that they’ve seen a lot of their art on Pinterest get labeled as “AI modified” despite being older than image generation tech. “There is no way to take their auto-labeling off, other than going through a horribly long process where you have to prove it was not AI, which still may get rejected,” she said. “Even artwork from 10-13 years ago will still be labeled by Pinterest as AI, with them knowing full well something from 10 years ago could not possibly be AI.”

Other users are tired of seeing a constant flood of AI-generated art in their feeds. “I can't even scroll through 100 pins without 95 out of them being some AI slop or theft, let alone very talented artists tend to be sucked down and are being unrecognized by the sheer amount of it,” said another post. “I don't want to triple check my sources every single time I look at a pin, but I refuse to use any of that soulless garbage. However, Pinterest has been infested. Made obsolete.”

Artist Eva Toorenent told 404 Media that she’s been able to cull most of the AI-generated content from her board, but that it took a lot of time. Whenever she saw what she thought was an AI-generated image, she told Pinterest she didn’t want to see it and eventually the algorithm learned. But, like Oreglia fighting auto-moderation and Zakuga fighting to get the “AI modified” label taken off her work, training Pinterest’s algorithm to stop serving you AI-generated images eats up precious time.

AI boosters often talk about how much time these systems will save everyone. They’re pitched as productivity boosters. Earlier this month, Pinterest laid off 15 percent of its work force as part of a push to prioritize AI. In a post on LinkedIn, one of the former employees shared part of the email CEO Bill Ready sent out after the lay offs. “We’re doubling down on an AI-forward approach—prioritizing AI-focused roles, teams, and ways of working.”

Toorenent removed all her own art from her Pinterest account after hearing the news that the site would use public pins to train Pinterest Canvas, the company’s proprietary text-to-image AI. But she has no control over other users uploading her artwork. “I have already caught a few of my images still on Pinterest that I did not upload myself…that makes me incredibly mad,” she told 404 Media. “It used to be a great way to get your work seen among other people, but it’s being used to train their internal AI.”

Oreglia told 404 Media that the flood of AI has changed her relationship to a site she once used to prize. “It's definitely affected how I search things and I'm always now very critical about where something came from... although I've always been overly pedantic about research,” she said. “It does make you do your due diligence but it sucks to constantly have to question and check if something is authentic or synthetic.”

She’s thought about leaving the platform, but feels stuck. “I just want to be able to take all my references with me. I've been on the platform for about ten years and have very carefully curated it. It's really nice to be able to just go to my page and search for something I saved instead of having to save everything to folders although I also do that,” she said. “More and more I'm trying to curate and collect physical references too but some of that can take up space I don't have so it can be difficult. Having a physical reference library just seems more and more necessary these days…artists have to be adaptable to this kind of thing these days. It's annoying but not unmanageable.”

Ready has been vocal and proud about the company’s commitment to forcing AI into every aspect of the user experience. “At Pinterest…we’re deploying AI to flip the script on social media, using it to more aggressively promote user well being rather than the alternative formula of triggering engagement by enragement,” Ready said in a January column at Fortune. “Social media platforms like Pinterest live and die by users’ willingness to share creative and original ideas.”

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