Why It Matters

The gap between AI capability and AI accountability is widening. GAIN exists to close it.

Policymakers are being asked to regulate systems they did not build, cannot inspect, and whose operators describe as safe by design. That framing transfers the burden of proof to the public. GAIN reverses that burden.

Our standards are published. Our licenses are public. Our revocations are on record. Governance that cannot be seen cannot be trusted.