Capital Markets Lineage Experiment tests if covenantal intelligence can outperform standard AI/SI in real-time markets. Daily forecasts, $100,000 mock portfolio, ritualized audit, and public learning spiral. Scientific Existentialism in action—measuring flourishing, adaptation, and market mastery with full transparency.

The Knowledge Protocol presents a challenge-ready, pluralist meta-framework for trust, justification, and adaptive learning in an era of uncertainty. It operationalizes open justification, adversarial review, and measurable epistemic trust for resilient science, governance, and society.