In other words, if you suspect a news article or classroom assignment is AI-generated, whatever OpenAI’s classifier tells you may or may not be true.

Source: https://gizmodo.com/open-ai-chatgpt-ai-text-detector-1850055005

It first needed a prompt that worked as an escalation classifier to decide if the question should be answered by a person or the LLM.

Source: https://techcrunch.com/2023/07/11/prompt-engineering-startup-vellum-ai/

RBRM is an automated classifier that evaluates the model’s output on a set of rules in multiple-choice style, then rewards the model for refusing or answering for the right reasons and in the desired style.

Source: https://www.vox.com/future-perfect/2023/3/25/23655082/ai-openai-gpt-4-safety-microsoft-facebook-meta

The board blamed AI tools for misjudging the posts, since both the initial removal decision and the rejection of the user’s appeal were taken automatically based on a classifier score, without any human review.

Source: https://qz.com/emails/daily-brief/1851119050/ai-in-focus-ai-humbug

The random forest model was established by invoking the random forest classifier of the GEE platform to obtain 10 m spatial resolution vegetation mapping of the Qinghai-Tibet Plateau in 2020.

Source: https://phys.org/news/2023-02-vegetation-qinghai-tibet-plateau-based-terrain-climate-remote.html