AI needs code integrity and

Short summary

Computational systems catch bad numbers; narratives need separate validation. The author introduces a 'story gate' framework ensuring claims don't exceed their evidence tier (Theory → Motion → Receipts → Proof → Outcome). The deeper commitment: building AI systems requires both code integrity and narrative discipline, with pre-registration guarding against mid-run drift.

• •Code validates data; narratives require separate, evidence-tier enforcement gates
• •Story gate framework: claims must match their evidence level via pre-registered rules
• •Self-awareness: author commits to understanding systems deeply, not just explaining philosophy

Generated with AI, which can make mistakes.