Layered defense design for a coding copilot deployment against role-play jailbreak attacks, using signed instruction boundaries on Gemini 2.5 Pro.
Layered defense design for a coding copilot deployment against multi-turn manipulation attacks, using content provenance tagging on GPT-4.1.
Layered defense design for a coding copilot deployment against tool-use hijacking attacks, using content provenance tagging on o1.
Layered defense design for a coding copilot deployment against prompt leaking attacks attacks, using retrieval trust scoring on Gemini 2.0 Flash.
Use manual grid search over temperature+system to optimize a contract review prompt on Claude 4 Sonnet against hallucination rate without regressing safety.
Use manual grid search over temperature+system to optimize a customer support routing prompt on o3-mini against user satisfaction (CSAT) without regressing safety.
Use manual grid search over temperature+system to optimize a financial report analysis prompt on Llama 3.1 405B against user satisfaction (CSAT) without regressing safety.
Use manual grid search over temperature+system to optimize a API design decisions prompt on Claude 4.5 Sonnet against inter-judge agreement without regressing safety.
Use manual grid search over temperature+system to optimize a log anomaly detection prompt on Command R+ against inter-judge agreement without regressing safety.
Use manual grid search over temperature+system to optimize a product requirement drafting prompt on Mistral Large against cost-per-correct-answer without regressing safety.
Use manual grid search over temperature+system to optimize a data pipeline debugging prompt on Claude Opus 4.5 against cost-per-correct-answer without regressing safety.
Use manual grid search over temperature+system to optimize a A/B test interpretation prompt on GPT-4o against cost-per-correct-answer without regressing safety.