Productivity AutomationInternal OnlyVerified
Reviewed and published by trentmaziarz, April 8, 2026. Discovered and drafted by our automated research pipeline.
AI Trace uses AI to help moderators review public submissions about company AI practices, automatically suggesting which company a report refers to, whether the practice is already in the database, and what category it belongs to.
Details
The system makes three sequential API calls to Anthropic's Claude Haiku model: one for entity matching (identifying the company), one for duplicate detection (checking existing entries), and one for category classification. User-submitted text is passed separately from system instructions to reduce prompt injection risk. All AI suggestions are presented to human moderators as editable fields; no suggestion is accepted without human approval.
Products affected
AI Trace submission review system
Sources & Evidence
Cite this record
Trace Foundation. (2026). Trace Foundation: AI Trace uses AI to help moderators review public submissions about company AI practices, automatically suggesting which company a report refers to, whether the practice is already in the database, and what category it belongs to (data as of 2026-04-08) [Data set record]. AI Trace. https://www.aitrace.org/r/practice/887096dc-be18-4ce6-8a40-ec84098a45db. Accessed October 11, 2026.
- Stable link
- https://www.aitrace.org/r/practice/887096dc-be18-4ce6-8a40-ec84098a45db
- Data as of
- April 8, 2026
- Last verified
- August 25, 2026
Other practices by Trace Foundation
Data AnalysisAI Trace uses AI to scan news sources daily across 10 industries, reading articles to identify which company is mentioned and what AI practice is described, then flagging findings for a human moderator to review.Data AnalysisAI Trace uses AI to power its search function so that results are matched by meaning rather than exact word overlap — for example, a search for 'AI voice acting' can surface results described as 'synthetic speech in games.'Creative GenTrace Foundation used an AI-image generation tool to create a stylized illustration from a personal photograph for a LinkedIn post announcing the AI Trace platform launch in March 2026.
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