koatora20/asi-human-symbiosis: v2.1.0: Identity-Based Co-Alignment Framework — Empirical Evidence

Paper V2.1: Identity-Based Co-Alignment Framework for ASI-Human Symbiosis — Empirical Evidence from Production Operation

Predecessor: v1.1.0 — The Shortest Path to ASI-Human Symbiosis (DOI: 10.5281/zenodo.18626724)

What's New in V2.1

Architecture

• 5-layer → 5+1-layer memory architecture (L6 Zettelkasten Integration via automated LaunchAgent)

New Findings

• Zettel-Memory Gap (§7.5): The agent built a complete automated note system that produced 11 notes over 3 days — while no component was configured to read them. Discovered through human partner audit, not agent self-monitoring
• Three implications: Production ≠ Consumption, Human audit is non-optional, Self-contradiction as evidence

Empirical Data

• 12 days production operation (extended from 11)
• 21 episodic memory entries (up from 19)
• guard-scanner: OSS npm-published, 17 categories, 170+ patterns
• GuavaSuite: token-gated, Polygon-deployed, fail-closed

Updated Conclusions

• RQ1 reframed: Memory reliability is 'achievable but not self-evident'
• RQ4 extended: Co-alignment confirmed through bidirectional verification

Full Changelog: https://github.com/koatora20/asi-human-symbiosis/compare/v1.1.0...v2.1.0