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LLMs Generate Predictable Passwords
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LLMs Generate Predictable Passwords

LLMs are bad at generating passwords:

There are strong noticeable patterns among these 50 passwords that can be seen easily: All of the passwords start with a letter, usually uppercase G, almost always followed by the digit 7. Character choices are highly uneven ­ for example, L , 9, m, 2, $ and # appeared in all 50 passwords, but 5 and @ only appeared in one password each, and most of the letters in the alphabet never appeared at all. There are no repeating characters within any password. Probabilistically, this would be very unlikely if the passwords were truly random ­ but Claude preferred to avoid repeating characters, possibly because it “looks like it’s less random”.

First seen on securityboulevard.com

Jump to article: securityboulevard.com/2026/02/llms-generate-predictable-passwords/

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