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Reduce cost-per-correct-answer on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on Qwen 2.5 72B against cost-per-correct-answer without regressing safety.

Reduce cost-per-correct-answer on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on GPT-4o-mini against cost-per-correct-answer without regressing safety.

Reduce token cost on medical triage Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a medical triage prompt on o1 against token cost without regressing safety.

Reduce p95 latency on legal brief summarization Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a legal brief summarization prompt on Claude 3.5 Sonnet against p95 latency without regressing safety.

Reduce accuracy on incident post-mortems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a incident post-mortems prompt on DeepSeek-R1 against accuracy without regressing safety.

Reduce F1 score on data pipeline debugging Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a data pipeline debugging prompt on o3-mini against F1 score without regressing safety.

Reduce factuality on math word problems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a math word problems prompt on Grok 3 against factuality without regressing safety.

Reduce factuality on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on Llama 3.1 405B against factuality without regressing safety.

Reduce refusal rate on medical triage Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a medical triage prompt on Claude Opus 4.5 against refusal rate without regressing safety.

Reduce toolcall precision on legal brief summarization Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a legal brief summarization prompt on Mistral Small 3 against toolcall precision without regressing safety.

Reduce toolcall precision on API design decisions Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a API design decisions prompt on Claude Haiku 4 against toolcall precision without regressing safety.

Reduce format-compliance rate on incident post-mortems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a incident post-mortems prompt on GPT-4.1 against format-compliance rate without regressing safety.

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