Cao Cloud Protect v2 How it works Cao Cloud Protect v2 analyzes a sequence of words to determine whether it exists or is plausible enough to exist. The system is designed for maximum speed. It first analyzes all known words to estimate a confidence score. If this score exceeds the required threshold, the process stops immediately, assuming that any remaining unknown tokens are invalid. This significantly improves performance on valid sentences, even when they contain tokens that are not recognized by the system. When it encounters known words, verification is instantaneous. However, for unknown words (e.g., `fjiffioef`), analysis takes longer because the engine must search a large n-gram database and calculate the probability that the word is valid rather than just a random string of characters. Objective Before sending a request to a cloud-based AI or text-processing API, Cao Cloud Protect verifies the coherence of the sentence. * If the sentence is valid or sufficiently plausible, it is forwarded to the cloud service. * If it is detected as incoherent or composed primarily of random text, it is rejected. This approach helps limit unnecessary requests, reduce API usage costs, and prevent random character strings or noise from being sent to cloud services. @AmetrineOS-
