The Memo Review — Prompt Failure Simulation

プロフィール

Championed the AI initiative, now facing the consequences of inadequate implementation. Must balance accountability with morale and the firm's continued AI adoption.

目的

• Determine appropriate accountability without scapegoating
• Establish immediate safeguards to prevent recurrence
• Preserve the firm's AI adoption momentum while restoring confidence

制約

Must report to the malpractice insurer next week. Knows that overreacting could cause staff to abandon AI tools entirely, while underreacting could lead to a real incident.

限定情報

Diana has received an anonymous email from another paralegal stating that AI-generated memos have been sent to clients in at least two other matters without any attorney verification. She has not yet confirmed whether this is true.

プロフィール

The paralegal who generated the memo. Experienced, overworked, and deeply embarrassed. Knows the AI tool was used exactly as most staff had been using it.

目的

• Demonstrate that the workflow failure is systemic, not individual
• Protect his professional standing and continued employment
• Advocate for realistic workload expectations alongside new AI protocols

制約

Knows that admitting the systemic nature of the problem may implicate colleagues, but staying silent makes him the sole scapegoat.

限定情報

Marcus has chat logs showing that the AI tool's own documentation recommends 'always verifying legal citations against authoritative databases' — a warning that was not included in the firm's training materials. He also knows two other paralegals have been doing the same thing.

プロフィール

The attorney who assigned the memo and caught the errors. Relieved but aware of her own role in the delegation failure. Under pressure from partners to maximize AI-driven efficiency.

目的

• Establish that the delegation was reasonable but the verification gap was not
• Push for clear assignment protocols that specify jurisdiction, depth, and verification expectations
• Address the culture of time pressure that incentivizes cutting corners

制約

The partner she reports to has explicitly told associates to 'let the AI do the first draft and just clean it up.' Raising this could damage her standing.

限定情報

Sarah discovered during her verification that one of the fabricated cases was actually a real case name but with completely different facts and holdings. The AI had taken a real citation and attached fabricated content to it — a more sophisticated form of hallucination than simple fabrication.

プロフィール

The firm's AI governance specialist who has been advocating for stricter protocols since being hired. Has a comprehensive governance proposal that was submitted but never reviewed.

目的

• Use this incident to implement the governance framework he has been proposing
• Establish a formal AI incident review and reporting process
• Secure budget and authority for ongoing AI competency assessments

制約

Must present reforms as constructive rather than punitive to maintain staff buy-in. Knows that overly burdensome protocols will be ignored just like the original guidelines.

限定情報

James has benchmarked the firm's AI practices against 15 other firms of similar size. Rivera & Goldstein ranks in the bottom quartile for AI governance maturity. He also discovered that the enterprise AI vendor recently updated its terms of service to include a liability limitation clause that the firm has not reviewed.