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Reduce F1 score on multi-hop QA Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a multi-hop QA prompt on Claude Opus 4.5 against F1 score without regressing safety.

Reduce factuality on medical triage Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a medical triage prompt on Command R+ against factuality without regressing safety.

Reduce factuality on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on Mistral Small 3 against factuality without regressing safety.

Reduce refusal rate on scientific literature review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a scientific literature review prompt on Claude Haiku 4 against refusal rate without regressing safety.

Reduce refusal rate on bug root-cause analysis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a bug root-cause analysis prompt on GPT-4.1 against refusal rate without regressing safety.

Reduce toolcall precision on incident post-mortems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a incident post-mortems prompt on Qwen 2.5 72B against toolcall precision without regressing safety.

Reduce toolcall precision on threat modeling Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a threat modeling prompt on Gemini 2.5 Pro against toolcall precision without regressing safety.

Reduce format-compliance rate on schema migration planning Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a schema migration planning prompt on GPT-4o-mini against format-compliance rate without regressing safety.

Reduce format-compliance rate on funnel analysis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a funnel analysis prompt on o1 against format-compliance rate without regressing safety.

Reduce format-compliance rate on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on DeepSeek-V3 against format-compliance rate without regressing safety.

Reduce hallucination rate on code generation Prompt via Textual Gradient Descent

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

Reduce hallucination rate on multi-hop QA Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a multi-hop QA prompt on o3 against hallucination rate without regressing safety.

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