What separates a safe legal Gemini prompt from a sanction-risk prompt?
Three properties separate useful prompts from sanction-risk prompts. **Scope discipline:** prompt asks Gemini to do a defined task (summarize, outline, extract), not to answer an open legal question. **Citation grounding:** prompt supplies the source text or requires Gemini to mark every assertion as derived-from-provided-text vs. general-knowledge. **Reviewer assumption:** output is draft input to a licensed attorney, never final advice to a client.
Per ABA Formal Opinion 512 (July 2024), Rule 1.1 competence covers any technology used in representation; attorneys must verify outputs. *Mata v. Avianca*, 22-cv-1461 (S.D.N.Y. 2023) sanctioned attorneys $5,000 for six ChatGPT-fabricated cases. *Park v. Kim* (2d Cir. 2024) extended the rule to appellate practice. The LegalAI Hallucination Tracker lists 31+ U.S. cases with AI-fabricated authority as of mid-2026.