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Reduce user satisfaction (CSAT) on medical triage Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a medical triage prompt on DeepSeek-R1 against user satisfaction (CSAT) without regressing safety.

Reduce user satisfaction (CSAT) on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on Claude 3.7 Sonnet against user satisfaction (CSAT) without regressing safety.

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

Use Textual Gradient Descent to optimize a scientific literature review prompt on o3-mini against inter-judge agreement without regressing safety.

Reduce inter-judge agreement on bug root-cause analysis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a bug root-cause analysis prompt on Llama 3.3 70B against inter-judge agreement without regressing safety.

Reduce cost-per-correct-answer on incident post-mortems Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a incident post-mortems prompt on Claude 4.5 Sonnet against cost-per-correct-answer without regressing safety.

Reduce cost-per-correct-answer on threat modeling Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a threat modeling prompt on Grok 3 against cost-per-correct-answer without regressing safety.

Reduce cost-per-correct-answer on schema migration planning Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a schema migration planning prompt on Mistral Large against cost-per-correct-answer without regressing safety.

Reduce token cost on funnel analysis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a funnel analysis prompt on Claude Opus 4.5 against token cost without regressing safety.

Reduce token cost on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on GPT-4o against token cost without regressing safety.

Reduce p95 latency on code generation Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a code generation prompt on Mistral Small 3 against p95 latency without regressing safety.

Reduce p95 latency on multi-hop QA Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a multi-hop QA prompt on Claude Haiku 4 against p95 latency without regressing safety.

Reduce accuracy on medical triage Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a medical triage prompt on GPT-4.1 against accuracy without regressing safety.

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