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Home/Research Paper Library/On the Opportunities and Risks of Foundation Models

On the Opportunities and Risks of Foundation Models

The Stanford report that named foundation models and mapped their security, misuse and societal risks.

foundation modelsstanfordreport

Research question

What are foundation models and what risks do they concentrate?

Key findings

Coined "foundation models"; analyses homogenisation, emergence and security including poisoning and adversarial robustness - Sections on misuse, security and privacy

Sources

arxiv.orghttps://arxiv.org/abs/2108.07258

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