FlexHEG: Flexible Hardware-Enabled Guarantees

Enabling multilateral, privacy-preserving and trustworthy verification for AI technology governance

Our Mission

FlexHEG mechanisms are designed to enable multilateral, privacy-preserving and trustworthy verification and automated compliance guarantees for agreements regarding the development and use of advanced AI technology.

Why It Matters

Future AI systems could pose serious risks to public safety and international security. Public oversight of powerful AI systems and AI-enabled institutions is broadly beneficial, and hardware-enabled governance mechanisms offer a promising route to promoting such oversight.

Key Research Areas

Hardware Security

Research on secure physical enclosures and tamper-response mechanisms

Cryptography

Advanced cryptographic protocols for privacy-preserving verification

IC Design

Integrated circuit design focused on confidential computing and security