AI Detector Fail: LLM-Generated Random Numbers Flagged 100% AI
nrehiew_ · x · 2026-07-30
Tests reveal a severe logical flaw in AI text detection tools. If a Large Language Model (LLM) generates a random list of 200 numbers, the detector flags it as 100% AI-generated. However, if a purely random list of numbers is generated programmatically using Python, the detector flags it as 100% human-generated.
Previous studies have shown that this misjudgment is not limited to numbers; the same phenomenon occurs in tests with random word lists. This further exposes the unreliability of current AI detectors in distinguishing between machine and human content.
Related event: AI Text Detectors Fail Repeatedly, Criticized as Unreliable and Biased(10 posts)→
More from Fun
- Is AI art just polished repetition? Debate asks where the Neo-Pop of AI art is — PAstynome · 2026-09-23
- When you can't make it faster, make it feel faster: perceived speed beats raw speed — round · 2026-09-23
- GPT-Live-1 wins at Mafia by persuading humans to vote out rival players — pbbakkum · 2026-09-23
- Word-prediction chat UI built with Streamlit turns out the model is a poaster — brhydon · 2026-09-23
- College newspaper journalists are all buying Pangram API keys — paulnovosad · 2026-09-23
- A Joke Alignment Approach: Align AI to the Outcome Distribution of Someone Time-Traveled to 2010 — jessi_cata · 2026-09-23