How does the ai generator checker check from several aspects?
The ai generator checker mainly checks from two aspects: text feature analysis and generated trace recognition:
Text feature analysis
By analyzing the fixed sentence patterns, vocabulary distribution, and logical coherence of language models, such as identifying redundant modifications or logical breaks that often occur in text generated by tools like ChatGPT.
Generate trace recognition
Using deep learning algorithms to construct a "digital fingerprint library" to detect the presence of generated features such as excessive pixel arrangement regularity and edge processing traces in text, especially suitable for image content detection.
Mainstream tools such as Turing AI detectors support multidimensional analysis, including indicators such as semantic coherence and lexical diversity, with an accuracy rate of up to 99.98%.