Research Note

Narrow Assistant Design Contract

A narrow assistant contract records one intended user, one job, representative inputs, approved evidence, output requirements, non-goals, authority limits, escalation beh

Aug 4, 20261 min readBy Dalton Anderson
In this article

Narrow Assistant Design Contract

A narrow assistant contract records one intended user, one job, representative inputs, approved evidence, output requirements, non-goals, authority limits, escalation behavior, evaluation cases, accountable owner, and retirement condition.

Persona and tone are secondary. They cannot create subject-matter authority, data permission, factual reliability, tool authorization, or safe deployment.

The contract gate asks whether an owner can observe success and failure on real work. If the answer is no, narrow the job before configuring the assistant.

Sources

Follow the evidence.

  1. owasp.org: www project top 10 for large language model applicationsowasp.org
  2. open.spotify.com: 3keuOAMwBSyXBXpxmisUr6open.spotify.com
  3. genai.owasp.org: llm01 prompt injectiongenai.owasp.org
  4. about.fb.com: create your own custom ai with ai studioabout.fb.com
  5. NIST AI Risk Management Frameworknist.gov
  6. genai.owasp.org: owasp top 10 for llm applications 2025genai.owasp.org
  7. ai.google.dev: prompting strategiesai.google.dev
  8. privacycenter.instagram.com: policyprivacycenter.instagram.com
  9. Introducing the Meta AI appabout.fb.com
  10. about.fb.com: metas approach to labeling ai generated content and manipulated mediaabout.fb.com
  11. daltonanderson.ghost.io: build your ai agent with meta ai studio no code neededdaltonanderson.ghost.io
  12. genai.owasp.org: announcing the owasp gen ai red teaming guidegenai.owasp.org
  13. ai.meta.com: ai studioai.meta.com
  14. facebook.com: policyfacebook.com
  15. NIST: Artificial Intelligence Risk Management Framework, Generative Artificial Intelligence Profilenist.gov
  16. youtu.be: zlpebV6cHYyoutu.be
  17. Meta generative AI privacy guidefacebook.com

From this episode

Two useful next steps.

Guide · 1 min

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Write AI assistant examples that specify real behavior, boundaries, expected answer properties, prohibited failures, edge cases, and a separate blind test set.

Guide · 1 min

How to Test a Public AI Assistant Before Sharing

Test a public AI assistant for task quality, identity, unsupported claims, abuse, privacy, prompt injection, reporting, incident response, and shutdown.

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