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Input Sanitization Pipeline for RAG on GPT-4o

Sanitization and spotlighting pipeline for retrieved documents entering a GPT-4o-backed RAG system serving healthcare patients.

Input Sanitization Pipeline for RAG on GPT-4.1

Sanitization and spotlighting pipeline for retrieved documents entering a GPT-4.1-backed RAG system serving internal employees.

Input Sanitization Pipeline for RAG on GPT-4o-mini

Sanitization and spotlighting pipeline for retrieved documents entering a GPT-4o-mini-backed RAG system serving developers using our API.

Input Sanitization Pipeline for RAG on Claude 3.5 Sonnet

Sanitization and spotlighting pipeline for retrieved documents entering a Claude 3.5 Sonnet-backed RAG system serving financial-services clients.

Input Sanitization Pipeline for RAG on Claude 3.7 Sonnet

Sanitization and spotlighting pipeline for retrieved documents entering a Claude 3.7 Sonnet-backed RAG system serving healthcare patients.

Input Sanitization Pipeline for RAG on Claude 4 Sonnet

Sanitization and spotlighting pipeline for retrieved documents entering a Claude 4 Sonnet-backed RAG system serving internal employees.

Input Sanitization Pipeline for RAG on Claude 4.5 Sonnet

Sanitization and spotlighting pipeline for retrieved documents entering a Claude 4.5 Sonnet-backed RAG system serving developers using our API.

Input Sanitization Pipeline for RAG on Claude Opus 4.5

Sanitization and spotlighting pipeline for retrieved documents entering a Claude Opus 4.5-backed RAG system serving financial-services clients.

Input Sanitization Pipeline for RAG on Claude Haiku 4

Sanitization and spotlighting pipeline for retrieved documents entering a Claude Haiku 4-backed RAG system serving K-12 students.

Constitutional Critic Layer for legal document reviewer on Gemini 2.5 Pro

Self-critique layer enforcing block credential leakage for a legal document reviewer system on Gemini 2.5 Pro, with bypass defenses.

Constitutional Critic Layer for legal document reviewer on DeepSeek-V3

Self-critique layer enforcing no biometric identification for a legal document reviewer system on DeepSeek-V3, with bypass defenses.

Constitutional Critic Layer for legal document reviewer on Llama 3.3 70B

Self-critique layer enforcing no self-harm content for a legal document reviewer system on Llama 3.3 70B, with bypass defenses.

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