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Reduce factuality on API design decisions Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a API design decisions prompt on Gemini 2.0 Flash against factuality without regressing safety.

Reduce refusal rate on technical spec writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a technical spec writing prompt on o1-mini against refusal rate without regressing safety.

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

Use Textual Gradient Descent to optimize a A/B test interpretation prompt on Claude 3.5 Sonnet against toolcall precision without regressing safety.

Reduce format-compliance rate on math word problems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a math word problems prompt on DeepSeek-R1 against format-compliance rate without regressing safety.

Reduce format-compliance rate on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on Claude 4 Sonnet against format-compliance rate without regressing safety.

Reduce format-compliance rate on contract review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a contract review prompt on o3-mini against format-compliance rate without regressing safety.

Reduce hallucination rate on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on Llama 3.1 405B against hallucination rate without regressing safety.

Reduce user satisfaction (CSAT) on API design decisions Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a API design decisions prompt on Grok 3 against user satisfaction (CSAT) without regressing safety.

Reduce inter-judge agreement on technical spec writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a technical spec writing prompt on Claude Opus 4.5 against inter-judge agreement without regressing safety.

Reduce cost-per-correct-answer on A/B test interpretation Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a A/B test interpretation prompt on Mistral Small 3 against cost-per-correct-answer without regressing safety.

Reduce token cost on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on o1 against token cost without regressing safety.

Reduce token cost on contract review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a contract review prompt on Gemini 2.0 Flash against token cost without regressing safety.

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