Record summary
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Risk profile
How this risk is described and categorized.
"The use of vast amounts of data for training general- purpose AI models has caused concerns related to data rights and intellectual property. Data collection and content generation can implicate a variety of data rights laws, which vary across jurisdictions and may be under active litigation. Given the legal uncertainty around data collection practices, AI companies are sharing less information about the data they use. This opacity makes third- party AI safety research harder."
Suggested mitigations
Defenses that may help with related attacks.
Control Access to AI Models and Data at Rest
Encrypt Sensitive Information
AI Model Distribution Methods
Source
Research source for this risk, when available.
Included resource
International AI Safety Report 2025
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.