Require mandatory tagging of all fully AI-generated content

January 24, 2026 at 12:24 AMoperationalmedium

Situation

AI Committee established policy that all fully AI-generated content must be tagged to manage user expectations. Applies only to fully AI-generated content, not human-reviewed or AI-assisted work. Format and placement of tags is flexible.

Reasoning

Untagged AI content has caused user frustration and influenced sales deals negatively. Clear labeling prevents misuse in high-stakes contexts while avoiding bureaucratic overhead on routine AI-assisted work.

Additional Context

Committee decision - Peter participated but this was collective governance. Part of broader AI enablement strategy including controlled exploration via individual API keys.

Observed Evidence

From meeting summary: Decision - All fully AI-generated content must be tagged. Rationale: To manage user expectations and ensure proper interpretation. Scope: Applies only to fully AI-generated content, not human-reviewed or AI-assisted work.

Confidence Breakdown

30/35
Evidence
15/30
Pattern
20/20
Source
20/15
Corroboration

Related Context

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AI Committee Meeting

fathom

All fully AI-generated content must be tagged to manage user expectations and prevent misuse, especially in high-stakes contexts like sales deals.

Outcome

No outcome recorded yet.

Decision ID: c6364e89-0a7b-4f95-94b9-754b5762ae1a