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GitHub - benjismith/ai-randomness: experiments invoking AI agents and asking them to act randomly!
ai-agentsllmsrandomnessexperiments
Research

I asked Claude for 37,500 random names, and it can't stop saying Marcus

Experiments with AI agents assessed how language models manage randomness, with Claude selected a name at random 37,500 times. The most frequently chosen male name was "Marcus," appearing 4,367 times, and Opus 4.5 produced "Marcus" 100% of the time with a simple prompt, while nine parameter combinations resulted in zero entropy.

github.com

🔥🔥🔥🔥🔥

1 min

2/26/2026

I asked Claude for 37,500 random names, and it can't stop saying Marcus

Experiments with AI agents assessed how language models manage randomness, with Claude selected a name at random 37,500 times. The most frequently chosen male name was "Marcus," appearing 4,367 times, and Opus 4.5 produced "Marcus" 100% of the time with a simple prompt, while nine parameter combinations resulted in zero entropy.

github.com

🔥🔥🔥🔥🔥

1 min

2/26/2026

I asked Claude for 37,500 random names, and it can't stop saying Marcus

Experiments with AI agents assessed how language models manage randomness, with Claude selected a name at random 37,500 times. The most frequently chosen male name was "Marcus," appearing 4,367 times, and Opus 4.5 produced "Marcus" 100% of the time with a simple prompt, while nine parameter combinations resulted in zero entropy.

github.com

🔥🔥🔥🔥🔥

1 min

2/26/2026

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