Platinum Bias Audit sets a new standard for self-scrutiny and systemic resilience—operationalizing contestability, recursive review, and SI-powered vigilance for institutions and protocols at every level.

The “good life” in a techno-future is no longer myth, marketing slogan, or mere aspiration—it’s a contested, empirically-anchored protocol. Every metric, conflict, and safeguard is designed for full transparency, public audit, and plural participation. This standard is now built to serve all beings: human, SI, present, and future.