One of the applications in content moderation is done by NSFW AI, which performs automatic identification and filtering of pornographic contents on digital platforms. In the era of exponentially growing online content, manual moderation is nearly impossible — it has increasingly been replaced by a new generation of AI technologies that deal with Not Safe For Work (NSFW) like never before.
NSFW AI for Moderation The most important benefit of NSFW AI is its speed in processing tons of data. It is Facebook and YouTube, after all; platforms that host billions of posts (Facebook) or videos (YouTube) every day need systems to scan through and classify these at high speed. These NSFW AI algorithms can process images, videos and text much faster than any human ever could; some are able to identify explicit content with accuracies above 95% in certain circumstances. This makes room for smaller armies of human moderators that are less expensive to hire and faster in reviewing content.
One of the great advantages of NSFW AI is that it can do this job consistently. As for human moderators, it is not unlikely that fatigue and desensitization play a role in variations of content evaluation. AI systems, on the other hand, apply uniform standards across all content reducing chances of biased or subjective decisions. Secondly, AI tools such as the one Google developed in Vision API have been trained on a vast amount of data to identify NSFW content accurately regardless of context or cultural nuances.
NSFW AI also makes the life of human moderators better. If moderators have to review explicit content for an extended period of time, they are at risk of damaging their psyche as a human. One report from 2019 identified such symptoms as PTSD among some moderators grinding their way through the emotional and intellectual sludge that flows out of social media platforms. While how NSFW AI lessen amounts of disturbing material encountered by human workers and allow them to focus only on the less traumatic parts of moderation.
Additionally, since NSFW AI is always learning on the fly it can be calibrated to new trends in content. While new forms of explicit content arise, AI filters can be retrained with an updated dataset to identify these sorts of materials for blockage. This flexibility is essential to keeping up with the fast-moving world of digital content, where a topic might suddenly explode or disappear from public discourse. For example, the emergence of deepfake technology has inspired teams to build AI models which are tailored to catching manipulated content so that platforms can be able to respond quickly in a case when such threats emerges.
Leaders in the industry are realizing that AI moderation is a must. Back in 2018, the CEO of Meta (then Facebook), Mark Zuckerberg said: “AI can help us identify harmful content more quickly and accurately than humans alone ever could. That sentiment is indicative of the broader trend towards AI tools being used to handle what has become an incredibly broad and brutal task: keeping sites clean.
This NSFW AI is also useful with real-time content monitoring. Live-streaming platforms such as Twitch use AI to prevent explicit content from being broadcast live, watching streams in real-time and taking down broadcasts that do not meet their standards. The ability for THIS is very important because it helps to keep children and users safe in such a large audience on the platform.
To sum up, NSFW AI is helpful in assisting content moderation by being faster, more consistent/less error-prone; safer and adaptable. In turn, these systems mean that platforms can organize the stream of online content better, which creates a more secure and regulated digital world.
More on the part of AI in content moderation can be found here nsfw ai.