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Reduce refusal rate on legal brief summarization Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a legal brief summarization prompt on GPT-4o against refusal rate without regressing safety.

Reduce toolcall precision on bug root-cause analysis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a bug root-cause analysis prompt on Mistral Small 3 against toolcall precision without regressing safety.

Reduce format-compliance rate on technical spec writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a technical spec writing prompt on GPT-4.1 against format-compliance rate without regressing safety.

Reduce hallucination rate on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on Claude 3.5 Sonnet against hallucination rate without regressing safety.

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

Use Textual Gradient Descent to optimize a math word problems prompt on o1-mini against hallucination rate without regressing safety.

Reduce user satisfaction (CSAT) on multi-hop QA Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a multi-hop QA prompt on DeepSeek-V3 against user satisfaction (CSAT) without regressing safety.

Reduce inter-judge agreement on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on o3 against inter-judge agreement without regressing safety.

Reduce inter-judge agreement on legal brief summarization Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a legal brief summarization prompt on Llama 3.3 70B against inter-judge agreement without regressing safety.

Reduce cost-per-correct-answer on bug root-cause analysis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a bug root-cause analysis prompt on Claude 4 Sonnet against cost-per-correct-answer without regressing safety.

Reduce cost-per-correct-answer on technical spec writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a technical spec writing prompt on Llama 3.1 405B against cost-per-correct-answer without regressing safety.

Reduce token cost on data pipeline debugging Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a data pipeline debugging prompt on Claude 4.5 Sonnet against token cost without regressing safety.

Reduce p95 latency on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on Mistral Large against p95 latency without regressing safety.

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