How Reliable is an AI Content Detector in Spotting AI-Generated Text?
Artificial intelligence (AI) has transformed academic work by helping students with idea generation, organization, and even creating entire assignments. With AI-generated work on the rise, universities increasingly employ AI Content Detectors to check the originality of submissions by students. How reliable are such tools? Do they really distinguish between AI-generated and human-authored work? Let’s take a closer look at how such tools work, their level of accuracy, and what students need to watch out for when applying AI in their work. How Do AI Detection Tools Work? There exists an AI Detection Tool that reads text in order to determine whether it has been written by a human or by AI. These tools apply sentence structure, word choices, and content flow to compare the text with human and AI-generated samples. One of the most significant techniques used in this context is perplexity analysis. Due to human language being less predictable in nature, AI-generated text usually cons...