Solutions & Mitigations

Require companies to disclose when and how they use AI in critical decisions, with rights for individuals to appeal automated judgments.

A government and industry-backed research body to develop and standardize safety protocols for advanced AI models.

A technical standard for embedding cryptographic watermarks into AI-generated media to help identify synthetic content.

Strengthen laws like GDPR and CCPA to give individuals more control over how their personal data is used to train AI models.

Standardized third-party audits to test AI systems for racial, gender, and other forms of bias before they are deployed.

The practice of adversarially testing AI models to find flaws, vulnerabilities, and harmful capabilities before they are released.