Creating an NSFW AI is a huge investment (usually in the hundreds of thousands to develop and run.) Companies using NSFW AI (like Facebook [], Google []), spend millions annually on developing, training and maintaining these systems. For Example, AI models trained using CNNs and NLP for an image or text moderation can range from $50k-$100K (for the dataset size in complexity). Something as simple as data labeling (critical for NSFW AI accuracy) can push the budget by an additional $10,000 to $50,000 due to all the different types of explicit content that must be labeled.
There are also ongoing costs as well, such as the need for operation of NSFW AI technology. The hardware required to keep up with platforms at scale (such as GPUs for real-time analysis) can easily exceed $100,000 per year in total. Twitter uses these systems to moderate around 500 million tweets daily in real time, and as a result requires constant updates to keep up with the speed of processing without suffering from any latency. This is advantageous for businesses in the industry of delivering a safe user experience who are willing to make this tradeoff but not worth its high price.
Adversarial attacks are also costly to NSFW AI. Even slight tweaks in a 2020 MIT study made by researchers only slightly altered some images, but that was enough to radically reduce accuracy and prompt companies to seek more robust protections for their AI models. AI systems can always be manipulated, which is why we need to design them for maximum tamper resistanceElon Kusk called an Open AI; the price of building out these protections `s going tobe costs forever. Thus, many companies must include in their budget a percentage directed solely at defense mechanisms to be used when new types of adversarial threats appear.
On top of this, regulations surrounding data privacy — such as GDPR — are making all NSFW AI that much more expensive. If your company is found to be non-compliant, you could face fines up to €20 million or 4% of annual global revenue, so there’s a lot at stake if organizations do not ensure that data protection principles are built into their AI frameworks. This can lead to compliance costs per $10,000 to 50,000 in addition to the initial setup where companies must process data and install security.
NSFW AI implementation costs are non-trivial for small & medium enterprises (SMBs) who often use third party providers to source the technology. These services are generally priced at a monthly cost between $500 to $2,000 per month based on expected volume and features set. Though the subscription model he uses is probably a bit cheaper for small businesses, this also can be seen as an example of why it’s simply out-of-reach to develop your own NSFW AI system in-house.
Nsfw ai takes an in-depth look at nsfw ai costs and pricing, offering insights into the financial considerations of deploying this technology. In the end, the difficulty of affording NSFW contents powered by AI speaks to maintaining sustainable content moderation solutions is that it requires a sizable resources in order for there to be room on all fronts— from affordability and comprehensiveness while prioritising accuracy & security — at once.