NSFW (Not Safe For Work) AI, short for Not Safe For Work Artificial Intelligence Is the Next Big Thing in Content Moderation mainstream media praises it as a silver bullet while some remain skeptical thinking that NSFW may be just another hype. In 2023, AI Ethics Quarterly reported that even with widespread nsfw ai deployment, as much as 15% of dodgy things remained undetected onPostExecute. Which leads to the interrogation of just how efficient and reliable nsfw ai is, especially given that billions have likely been spent on its implementation for this exact purpose.
The technology offers major platforms the promise of automating mass content moderation and, as such, has been a seductive notion. For instance, when Twitter deployed nsfw ai this year to its entire service, it hoped that the automation would cut manual content review costs by half. Yet TechCrunch conducted a follow-up analysis confirming that the savings were about 30%: substantial but far from being after fully eliminating human input. That gap has led some experts to ask: does the technology live up to its hype?
Beside that, the measurement of NSFW muscle power has been called into question. Even in 2024, the top performing nsfw ai systems suffer from deficits in reasoning and fall into false positives %20 of the cases that artistic or educational content present as it is studied by Journal of Artificial Intelligence Research. And it did have consequences, becoming all too apparent in an Instagram cock-up back from 2023 when art galleries displaying nudes (only the statues of course) were suddenly struck off their posts after being flagged up — prompting a five percentage point slump in engagement.
Supporters of nsfw ai like to speak which is able handling and process large amount fo data very quickly. But, scaling the technology does not come without its challenges. In a specific test of nsfw ai crafted to work at youtube scale it flagged 10% of new content incorrectly as inappropriate in q2 2023 which led to processing and publishing delays with widespread creator dissatisfaction. However, the incident has brought to light that nsfw ai — as capable in theory it may be on paper — is quite ill-equipped for managing large quantities of user-generated content at scale.
There is also a heated conversation about the ethics of nsfw ai. The second criticism is that by relying on automated systems you will inevitably end up with censorship and the stifling of real content. AI researcher Timnit Gebru summed up this bias problem eloquently in 2023, noting that “AI is not neutral; it reflects the biases of its creators and the data it's trained on. That point of view would suggest that not only is nsfw ai overhyped in terms of its technological chops, but it may also be kindof a ethical mess.
Understanding The State Of Nsfw Ai TodayClearly, nsfw ai has its flaws but is still being heralded as the answer to digital security woes. And, companies like Facebook and TikTok have spent millions perfecting their nsfw ai to improve Ux which is an entirely different discussion altogether. But the jury is still out on whether these investments result in accurate content and satisfied users. To give an illustrative and concrete example:1 Facebook reported 25% fewer user complaints related to adult content in 2023, but this statistic included reports about false positives.That figure doesn't tell us much by itself as it is known that the technology still leads to more mistakes than acceptable.
ConclusionFor a deeper dive in the current state of nsfw ai and what is thought to be its worth, check out nsfw as it covers ongoing debates & developments around this subject. Both points render the question of whether or not nsfw ai is genuinely game changing versus overrated a matter that can't be taken lightly and still needs to play out.