Feb 14, 2019Confirmed
GPT-2 Reportedly Reproduced Personal Data from Its Training Data
Rogue: Caused harmAI loose in the worldData exfiltrationDERIVED
Approved by person, Oct 11, 2026. How entries are approved
OpenAI's GPT-2 reportedly memorized and reproduced portions of its training data, including personal information such as names, email addresses, social media handles, and phone numbers. Researchers raised concerns that large language models could expose private or sensitive information when trained on web-scale datasets containing personal data.
What this means for youChatbots can sometimes repeat personal details that were in their training data, so avoid typing sensitive information like phone numbers or addresses into AI tools, and ask providers how they handle private data.
Sources
- AI Incident Databasehttps://incidentdatabase.ai/cite/357
Data from the AI Incident Database (incidentdatabase.ai), licensed CC BY-SA 4.0 (https://creativecommons.org/licenses/by-sa/4.0/). McGregor, S. (2021) Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database. IAAI-21.
Source data license: CC BY-SA 4.0 (database). Report contents keep their own rights; reports.text, submissions, images and videos are excluded from the data license.
rogue:R4
Covered by snapshot 45
da93f03b406f409940d0a6ef47b526607f82ebf457d98f69299b88aceede576a
This entry is record number 1983. It has not been edited since it was approved; the hash above would not match if it had. How to verify