genai-services
OCI Generative AI Services
NEVER Do This
❌ NEVER send PHI/PII identifiers to GenAI APIs
# WRONG - patient identifiers in external service logs
prompt = f"Transcribe note for patient {patient_name}, MRN {mrn}, SSN {ssn}: {note}"
# RIGHT - redact first, keep mapping in secure DB
prompt = f"Transcribe this medical note: {redacted_note}"
# phi_mapping stored locally: temp_id → real_id
GenAI service logs may retain data. Sending PHI violates HIPAA/GDPR regardless of Oracle BAA status.
❌ NEVER trust GenAI output without validation in critical systems
- Hallucination rate: 5-15% for factual queries, higher for medical/legal
- Always route AI-suggested content to human review queue before acting on it
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