These can automatically detect and moderate NSFW content from chat systems for AI, but to achieve that effectively they still need human oversight. As much as these AI systems are able to process millions of occurrences per minute with 90–95% accuracy, they struggle in understanding the fine background such consisting sarcasm, context or cultural differences. This issue is relevant even in 2022, as a study conducted by Stanford University uncovered that current AIs (such the ones used for nfsw ai chat) still misclassify around 10-15% of content because these tools struggle with context-dependent language patterns – an essential factor to consider when making decisions about how best to incorporate them into our lives.
And human oversight would make sure AI systems do not go overboard and wrongly mark most genuine conversations as inappropriate. Often, flagged content gets a human review to determine it really does contravene community standards. While free platforms such as YouTube and Facebook leverage AI to scour user-posts for explicit content, humans still moderate borderline or appealed deleted posts. The moderation of these images largely employs humans wielding an AI tool, and this marriage between automatic processing by computers with additional human supervision is key to striking a balance in the tension between safety versus free speech.
As the cost to moderate content often accounts for 40% of a platform's total overhead, AI-driven moderation can result in significant financial savings. After all, the price of supervision margin-of-error and user disappointment are still ongoing. As The Verge reported this week, in the 2020 U.S. elections Twitter's AI flagged an unusual number of politically sensitive posts that had to be manually reviewed — or over-censorship was a risk.
In the words of Elon Musk, “AI would probably not take over all jobs first for reasons that require human oversight (eg software engineering). Which goes to highlight the fact that, AI should only supplement human judgment in order reduce any unforeseen consequences — particularly where it relates sensitive domains like content moderation.
Does nsfw ai chat need supervision? I mean, as impressive of a system the AI is for efficiency reasons when it comes to dealing in depth with nuanced content there needs to be an element where humans can monitor effectively without too much struggle. To delve deeper into how nsfw ai chat works and why supervision is needed, check outnsfw aichat.