Financerobustness testing under generation stochasticityapplied experimental evaluation method demonstrated across multiple models and temperature settings.

Decoding-temperature stress testing for financial LLM security

This use case checks whether a finance model becomes more dangerous when you make its text generation more random. It compares different temperature settings to see when harmful answers become more likely and more severe.

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