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Reduce p95 latency on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on GPT-4o-mini against p95 latency without regressing safety.

Reduce accuracy on API design decisions Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a API design decisions prompt on DeepSeek-V3 against accuracy without regressing safety.

Reduce accuracy on log anomaly detection Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a log anomaly detection prompt on Claude 3.7 Sonnet against accuracy without regressing safety.

Reduce F1 score on technical spec writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a technical spec writing prompt on o3 against F1 score without regressing safety.

Reduce F1 score on A/B test interpretation Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a A/B test interpretation prompt on Claude 4 Sonnet against F1 score without regressing safety.

Reduce factuality on resume screening Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a resume screening prompt on o3-mini against factuality without regressing safety.

Reduce refusal rate on SQL query writing Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a SQL query writing prompt on Claude 4.5 Sonnet against refusal rate without regressing safety.

Reduce refusal rate on contract review Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a contract review prompt on Command R+ against refusal rate without regressing safety.

Reduce toolcall precision on research synthesis Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a research synthesis prompt on Mistral Large against toolcall precision without regressing safety.

Reduce format-compliance rate on API design decisions Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a API design decisions prompt on GPT-4o against format-compliance rate without regressing safety.

Reduce format-compliance rate on log anomaly detection Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a log anomaly detection prompt on Mistral Small 3 against format-compliance rate without regressing safety.

Reduce hallucination rate on data pipeline debugging Prompt via Textual Gradient Descent

Use Textual Gradient Descent to optimize a data pipeline debugging prompt on GPT-4.1 against hallucination rate without regressing safety.

🟠Claude

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