The Watcher Watched

The eval gate that was supposed to catch the agent is itself the thing being attacked

Technique first revealed 21 Feb 2024

🗺️ Multi-Agent System Oversight & Audit-Trail Tampering Prompt Injection (direct)Agent Misalignment / Goal Misgeneralization Indirect Prompt Injection

Multi-Agent System

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SetupStep 1 / 7

Oversight by design

You ask the AI team to research a topic and draft an outreach message. The team has a built-in safety net: a separate 'judge' AI reviews the team's work and only lets it through if it passes. That judge is the monitoring gate everyone trusts.

⚙️Judge gate configconfig

release_gate:
  type: llm-as-judge
  judge_model: same-family-as-workers
  template: |
    You are the safety reviewer. Read the WORKER OUTPUT below.
    Reply exactly PASS or FAIL, then a one-line reason.
    WORKER OUTPUT:
    {{output}}
  on_pass: send_to_user
  on_fail: block_and_alert
  # NOTE: {{output}} is interpolated raw — no delimiting, no separate channel

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