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

Use Textual Gradient Descent to optimize a A/B test interpretation prompt on o1 against hallucination rate without regressing safety.

Reduce user satisfaction (CSAT) on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on Gemini 2.0 Flash against user satisfaction (CSAT) without regressing safety.

Reduce inter-judge agreement on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on o1-mini against inter-judge agreement without regressing safety.

Reduce inter-judge agreement on contract review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a contract review prompt on DeepSeek-V3 against inter-judge agreement without regressing safety.

Reduce cost-per-correct-answer on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on Claude 3.7 Sonnet against cost-per-correct-answer without regressing safety.

Reduce token cost on log anomaly detection Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a log anomaly detection prompt on Claude 4 Sonnet against token cost without regressing safety.

Reduce p95 latency on data pipeline debugging Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a data pipeline debugging prompt on Llama 3.1 405B against p95 latency without regressing safety.

Reduce accuracy on sales lead qualification Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a sales lead qualification prompt on Command R+ against accuracy without regressing safety.

Reduce F1 score on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on Claude Haiku 4 against F1 score without regressing safety.

Reduce F1 score on contract review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a contract review prompt on GPT-4o against F1 score without regressing safety.

Reduce factuality on legal brief summarization Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a legal brief summarization prompt on Gemini 2.5 Pro against factuality without regressing safety.

Reduce refusal rate on log anomaly detection Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a log anomaly detection prompt on o1 against refusal rate without regressing safety.

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