Most of the NSFW AI needs regular updates to keep them at their best, since the language and online content are mostly developing at a rapid pace. They get updated in an average cycle of 3 to 6 months, depending on the frequency and quantity of new data on the platform. Updates for larger platforms, like Facebook and Twitter, might be needed much more often, as there are millions of newly created content pieces daily with new slang, cultural references, or ways to get around the AI filters. Such updates cost in the range of $50,000 to $200,000, depending on the complexity and scope of improvements.
Updates are supposed to fine-tune the AI in finding explicit content, making it even more accurate and updated with new trends on the online platform. Besides, fresh re-training of AI, such as nsfw ai, is being carried out on new datasets, enabling them to stay relevant in finding inappropriate content. Such AI, even after updates, messes up in case of subtle language applied or multi-context, hence maybe requiring a couple of human moderators to deal with such gray areas. Research has shown that, post-update, the AI models could show up to 10-15% increase in accuracy, though it really depends on the type of content and on which platform. One of the very well-known examples of this constant need for updates was seen in 2020 when YouTube's AI started flagging educational content as explicit. That incident underlined the tightrope walked between sensitivity and precision, and just how often the systems needed updating so such mistakes do not happen.
Only as Mark Zuckerberg said, "Move fast and break things, unless you are breaking stuff that shouldn't be broken." The quote describes the required balance between fast AI improvements and the tendency for mistakes to occur in the process of updates. These updates make AI systems, like the nsfw ai, stay efficient but at the same time introduce an element of unpredictability because AI learns to adapt to new content.
How often NSFW AI would be updated, considering the needs of the platform, is generally done every few months. This becomes quite necessary since online environments change all the time. You can go to nsfw.ai for a more detailed explanation of how often the nsfw ai gets updated and how it works.