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Reduce F1 score on log anomaly detection Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a log anomaly detection prompt on o3 against F1 score without regressing safety.

Reduce F1 score on product requirement drafting Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a product requirement drafting prompt on DeepSeek-R1 against F1 score without regressing safety.

Reduce factuality on A/B test interpretation Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a A/B test interpretation prompt on o3-mini against factuality without regressing safety.

Reduce factuality on sales lead qualification Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a sales lead qualification prompt on Llama 3.3 70B against factuality without regressing safety.

Reduce refusal rate on math word problems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a math word problems prompt on Claude 4.5 Sonnet against refusal rate without regressing safety.

Reduce toolcall precision on contract review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a contract review prompt on Mistral Large against toolcall precision without regressing safety.

Reduce toolcall precision on customer support routing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a customer support routing prompt on Claude Opus 4.5 against toolcall precision without regressing safety.

Reduce format-compliance rate on legal brief summarization Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a legal brief summarization prompt on Command R+ against format-compliance rate without regressing safety.

Reduce hallucination rate on product requirement drafting Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a product requirement drafting prompt on GPT-4.1 against hallucination rate without regressing safety.

Reduce user satisfaction (CSAT) on A/B test interpretation Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a A/B test interpretation prompt on Gemini 2.0 Flash against user satisfaction (CSAT) without regressing safety.

Reduce user satisfaction (CSAT) on sales lead qualification Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a sales lead qualification prompt on GPT-4o-mini against user satisfaction (CSAT) without regressing safety.

Reduce inter-judge agreement on academic grading Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a academic grading prompt on o1 against inter-judge agreement without regressing safety.

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