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Token case sensitivity effect on ChatGPT output

14 Luglio 2026 ore 08:00

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A demonstration of how changing the capitalization of just two tokens (from lowercase 'low' to uppercase 'Low') completely changes ChatGPT's output selection, causing it to choose different tokens as winners in the model's prediction. This illustrates a potential security concern where minor, non-semantic changes in text can significantly alter the AI's behavior and output.

0:00 Token case sensitivity demo

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INFLUENZARE L'OUTPUT DI LLM SENZA PROMPT INJECTION | Andrea `theMiddle` Menin @ Seemposium

13 Luglio 2026 ore 10:34

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Come controllare e guidare il comportamento dei Large Language Model in modo sicuro ed efficace, senza ricorrere a prompt injection? Un approfondimento tecnico su tecniche avanzate e best practice per l'ottimizzazione degli LLM.

Seemposium 2026 - 12 giugno 2026 - Torino:
🎤 Andrea "TheMiddle" Menin - App Sec Manager @ Sicuranext
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