Provision record
OpenAI · OpenAI Safety Overview · View original document ↗

Bias evaluation to avoid stereotypes in content

Medium severity High confidence Common · 139 of 352 platforms

Key Facts · in the document’s own words

What does OpenAI rigorously evaluate content to avoid?
“Rigorously evaluating content to avoid reinforcing biases or stereotypes.”
Version CA-V-006416, captured Sept. 5, 2026 · live source ↗
Our reading, not the document’s words
OpenAI rigorously evaluates content to avoid reinforcing biases or stereotypes.
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This analysis describes what OpenAI's agreement states, permits, or reserves. It does not constitute a legal determination about enforceability. Regulatory applicability and practical outcomes may vary by jurisdiction, enforcement context, and individual circumstances. Read our methodology

ConductAtlas Analysis

Why it matters (compliance & governance perspective)

A commitment to rigorous bias evaluation signals that content outputs are actively reviewed against a standard of stereotype avoidance, not merely passively filtered.

Consumer impact (what this means for users)

Users of OpenAI's systems can expect that content has been evaluated to avoid reinforcing biases or stereotypes.

How other platforms handle this

Grubhub Medium

You agree that Your Content will not: be unlawful, harmful to adults or minors, threatening, abusive, harassing, tortious, defamatory, vulgar, obscene, profane, offensive, invasive of another's privacy, hateful...

DoorDash Medium

You agree that DoorDash may monitor and/or delete your User Content (but does not assume the obligation to do so) or may decide to not publish, display, or otherwise make available your User Content for any reason at DoorDash's sole discretion.

Shopify Medium

Any reviews of a Third Party Service or Third Party Provider that you submit to Shopify must be accurate to the best of your knowledge, and must not be illegal, obscene, threatening, defamatory, invasive of privacy...

See all platforms with this clause type →
▸ View Original Clause Language DOCUMENT RECORD
"
Rigorously evaluating content to avoid reinforcing biases or stereotypes.

Excerpt from OpenAI's Safety Overview

Applicable regulations

California AB 2013 AI Training Data Transparency
US-CA
DMCA
United States Federal
DSA
European Union

Provision details

Document information
Document
OpenAI Safety Overview
Entity
OpenAI
Tracking information
First captured by ConductAtlas
May 12, 2026
Text quoted from version
CA-V-006416, captured Sept. 5, 2026
Record ID
CA-P-064264
Document ID
CA-D-000822
Evidence Provenance
Source URL
Wayback Machine
Extracted-text SHA-256 (version CA-V-006416)
2d7860cb60b58972d1008a841cc04a1b6f269a1cfd9b7ff9071b08686c9d4ca3
Analysis generated
July 9, 2026 04:12 UTC
Methodology
Evidence
✓ Excerpt found in version CA-V-006416, captured Sept. 5, 2026 (checked Oct. 5, 2026)
Citation Record
Entity: OpenAI
Document: OpenAI Safety Overview
Record ID: CA-P-064264
Version: CA-V-006416
Captured: 2026-09-05 00:04:46 UTC
SHA-256: 2d7860cb60b58972…
URL: https://conductatlas.com/platform/openai/openai-safety-overview/provision/CA-P-064264/bias-evaluation-to-avoid-stereotypes-in-content/
Accessed: Oct. 13, 2026
Permanent archival reference. Stable identifier suitable for legal filings, compliance documentation, and research citation.
Classification
Severity
Medium
Categories

Other risks in this policy

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Frequently Asked Questions

What does OpenAI's Bias evaluation to avoid stereotypes in content clause do?

A commitment to rigorous bias evaluation signals that content outputs are actively reviewed against a standard of stereotype avoidance, not merely passively filtered.

How does this clause affect you?

Users of OpenAI's systems can expect that content has been evaluated to avoid reinforcing biases or stereotypes.

How many platforms have this type of clause?

ConductAtlas has identified this type of provision across 139 platforms. See the full comparison.

Is ConductAtlas affiliated with OpenAI?

No. ConductAtlas is an independent monitoring service. We are not affiliated with, endorsed by, or sponsored by OpenAI.