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Jessica Rumbelow
Researcher

Jessica Rumbelow

Researcher

@JessicaRumbelowWebsite

Jessica Rumbelow designs algorithms that allow humans to understand machine learning models.

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GPT-51GPT-oss1GPT-4o1

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What GPT-oss Leaks About OpenAI's Training Data
fi-le.netanalysiscautiousSep 22, 2025

Analysis of OpenAI's open-weights GPT-oss model reveals that GPT-5 was trained on data from adult websites, discovered through examining token embedding norms and tokenizer composition.

“Identified similar glitch tokens in GPT-2 and GPT-3, including the famous 'SolidGoldMagikarp' token”

LLMsAI SafetyFoundation ModelsAI Research