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ORIGINAL RESEARCH IN DATA SCIENCE (PILOT STUDY)

Why AI loves “M” when asked to pick a random letter

And what this pseudo-randomness tells us about AI determinism

Jim the AI Whisperer
The Generator
Published in
14 min read23 hours ago

As my research is starting to get formalized academically, if you are a fellow researcher replicating or investigating this further, please reference my work:

Nightingale, J. (2025, February 26). “Why AI loves “M” when asked to pick a random letter.” Jim the AI Whisperer. https://medium.com/@JimTheAIWhisperer/why-ai-keeps-choosing-the-letter-m-6ce3a0990f49

AI models show bias when selecting a “random” letter, often favoring M. This reveals AI’s deterministic nature.

Today I have results of another experiment in AI to share with you (yes, I know; I’m making discoveries almost faster than I can document them)!

If we ask a Large Language Model (LLM) to randomly select a letter of the alphabet, we can usually correctly guess which letter the AI will choose. It’s not a magic trick! It’s a quirk of the inherently deterministic patterns of AI.

The magical typewriter from Sesame Street. Little did we know self-typing machines would become a reality!

I’ve found there’s an inbuilt bias for models to favor certain letters while giving the illusion of random selection…

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The Generator

Published in The Generator

The Generator covers the emerging field of generative AI, with generative AI news, critical analysis, real-world tests and experiments, expert interviews, tool reviews, culture, and more

Jim the AI Whisperer

Written by Jim the AI Whisperer

🏆 7x Top Writer. 28x Boosted. AI Whisperer & Prompt Engineer. Writing about effective use of AI in copywriting, art, design, branding & games!

Responses (9)

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Meant to appear random to observers.

This is actually a bad thing, because real random numbers sequences can have patterns. They are just not patterns that predict anything. Hence the pattern seekers in the stock market losing money half the time. True, there may be patterns, but those…

84

M is for Machine.

51

Great share

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