Skip to content
Longterm Wiki
Back

OpenAI Preparedness Framework (Beta)

web

Credibility Rating

4/5
High(4)

High quality. Established institution or organization with editorial oversight and accountability.

Rating inherited from publication venue: OpenAI

This is OpenAI's official internal framework document for managing catastrophic risks from frontier models; it represents a major industry attempt to formalize pre-deployment safety evaluation and is frequently cited in AI governance and policy discussions.

Metadata

Importance: 78/100organizational reportprimary source

Summary

OpenAI's Preparedness Framework outlines a systematic approach to tracking, evaluating, and mitigating catastrophic risks from frontier AI models. It establishes a 'Preparedness' function responsible for conducting safety evaluations across key risk categories including cybersecurity, CBRN threats, model autonomy, and persuasion, with defined risk thresholds that gate model deployment decisions.

Key Points

  • Defines four tracked risk categories: cybersecurity, CBRN (chemical, biological, radiological, nuclear), model autonomy/self-replication, and persuasion/deception
  • Establishes a risk scorecard with four severity levels (low, medium, high, critical) where 'critical' risk models cannot be deployed regardless of mitigations
  • Creates a dedicated Preparedness team responsible for frontier model evaluations, red-teaming, and publishing safety scorecards before deployment
  • Introduces a safety governance mechanism where the board can override deployment decisions, providing institutional checks on frontier model releases
  • Frames preparedness as distinct from alignment and policy work, focusing specifically on evaluating and mitigating known catastrophic risk vectors

Cited by 1 page

PageTypeQuality
OpenAIOrganization62.0

Cached Content Preview

HTTP 200Fetched Mar 20, 20260 KB
`BlobNotFound`The specified blob does not exist.
RequestId:4cf4cb34-501e-001d-471f-b83713000000
Time:2026-03-20T04:11:00.6701218Z

<Error>

<Code>BlobNotFound</Code>

<Message>The specified blob does not exist.
RequestId:4cf4cb34-501e-001d-471f-b83713000000
Time:2026-03-20T04:11:00.6701218Z</Message>

...

</Error>
Resource ID: f7cae02c3a66b93d | Stable ID: YzRlZTczYW