According to the technology in play, the training period may also be different; new state-of-the-art NSFW AI systems were variously trained in a recent study carried out this 2023, done by Stanford Institute of AI who then discovered that given a well-enough training, types of new contents can be handled by AI in less than 48 hours. With such crucial results, especially amidst a very burgeoning online, as fresh minutes burst trends and fresh contents forth onto it. Other companies, like Google, have been developing ai systems capable of automatic retraining on live data to maintain the relevance of these models. In 2022, Google said that its ai models, used to moderate content, were able to adapt to new forms of prohibited content within 72 hours of its appearance on the platform.
However, the speed at which a model adapts depends on the size and complexity of the new content. Slang terms, memes, and other rapidly changing ways of communicating require a different kind of processing compared to the relatively static forms of harmful content. A study done by the University of California in 2021 showed that AI systems were struggling to adapt to slang and memes; it took them a week to detect new slang terms consistently. In contrast, AI models trained on explicit content-for example, pornography-can adapt in less than 24 hours once new patterns are introduced. This reflects the different levels of difficulty in processing content that involves constant language evolution versus more predictable explicit material.
“The ability of AI to keep pace with new content is a reflection of its training and data it processes. If the data is diverse and includes the latest content trends, the system adapts much faster,” said Elon Musk, CEO of Tesla and SpaceX, during an AI conference in 2022. His statement has shown that the speed of adaptation is largely dependent on the quality of data fed into the model.
CrushOn focuses on NSFW content filtering. As a part of the work, the company has designed a system that learns new things in real-time. Internal data shows that the model processes over 10 million new pieces of content every day, thus being able to catch up with a new trend really fast and quickly fit in. In fact, CrushOn ai claims their system has improved its detection rate of emerging nsfw content by 12% within the first week of the new content’s appearance. Large volumes of content are processed fast by the system, hence contributing to the overall speed at which it adapts.
The pace at which advanced NSFW AI adapts to new content is highly dependent on the system at play and the nature of the content it’s supposed to filter. Whereas some models can adapt in a matter of hours, others may take several days, especially when handling the more complex and nuanced trends. The constant updating and addition of new, relevant data are crucial in making the ai systems effective in the ever-changing digital landscape.
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