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ai-memory · North Star Tenets · V&V

the end state: a Fortune 500 or government entity willing to bet a critical business/government process on ai-memory wired into a cluster, swarm, or hive of AI agents — validated across Data Integrity · Security · Performance · Reliability

—%

verified / total

Goal: 100%
every feature
validated & verified

validated — returns correct result fail-closed by design — correctly enforces its contract (auth / attestation / validation / precondition) refining — harness tightening valid inputs (not a confirmed defect)

Fable 5 (conductor) · deterministic harness — GLM-5.3-Flash never runs this · a tool is green only when it actually returns what it was designed to return.

NSA non-endorsement. References to NSA Cybersecurity Information on MCP security (U/OO/6030316-26 | PP-26-1834, May 2026) describe ai-memory's substrate-level posture relative to NSA-issued guidance. The NSA, the Department of Defense, and the United States Government do not endorse, certify, or recommend ai-memory, AgenticMem, AlphaOne LLC, or any commercial product.