According to recent research, the work of artificial intelligence creating texts can be revealed thanks to the specific patterns that individual models and tools leave in their actions. What is such a finding good for? Knowing these “fingerprints” will help you detect text content from AI and modify it so that it is understood primarily by your audience.
What is an AI fingerprint?
Artificial intelligence researchers have found that Gemini, ChatGPT, and other AI text-generating agents create recognizable tags. When they analyzed these patterns, they were able to identify over 97% of the machine “authors” of various articles and other text creations.
The study states:
- “We find that a classifier based on simple models of fine-tuning text embedding in LLM outputs is able to achieve remarkably high accuracy on this task. This indicates the clear presence of idiocracies in LLM.”
Such a result is significant not only for you
As content wizards, but also for readers who consume an immense amount of information on the Internet every day.
- For writers: By understanding the differences in the texts produced by each AI platform, you will have an easier job of adapting these concepts to “human language.”
- For readers: By recognizing AI-generated content in an online environment saturated with AI-generated content, you will gain a better understanding of the information source from which it comes.
How to recognize AI content by model
Each of the most widely used generative artificial intelligence systems has certain writing habits that will reveal themselves upon closer examination.
According to scientists, these characters can even be found in the revised text content:
“These patterns persist even phone number list when the texts are transcribed, translated, or summarized by an external LLM, suggesting that they are also encoded in semantic content.”
Characteristic phrases
- He often uses transitional words like certainly, like, and overall .
- Sometimes the answers start with phrases like Down is… or Sure!
- Regularly uses qualifiers ( typical, various, in-depth, etc. ).
- It includes bold and italic styles and bullets or headings for better text clarity.
- Adds step-by-step instructions or bulleted lists to organize information.
Semantic/stylistic tendencies
- It gives more detailed, explanatory, and context-rich answers.
- Communicates in a somewhat how to use instagram for business formal, helpfully
Characteristic phrases
- These are words like below, example , or for example, sometimes also combined with the expression summary.
- They may contain exclamation marks such as ” certainly!”
Formatting habits
- It incorporates short fresh list Markdown-like structures, such as random headings or bullet points.
- Occasionally highlights important instructions in lists.
Semantic/stylistic tendencies
- Provides concise summaries Become a detective: Track with balanced, moderately detailed explanations.
