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This scientific monograph introduces the Hierarchical Multi-Agent Verification and Dual-Axis 8-Layer Autonomous Governance Architecture (HQAS-8), designed and developed by HM Shihabuddin Jashory (Shihab). Grounded in first-principles algorithmic decomposition and empirical verification, HQAS-8 establishes a 4-tier adversarial chain-of-command (Worker, Supervisor, Chief Auditor, and Supreme Inspector General) coupled with deterministic pre-tool/post-tool execution gates and lifelong anti-regression experience memory (Hermes Ledger) to eliminate hallucination, context compaction drift, and unverified execution in production AI agent pipelines.
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HM Shihabuddin Jashory (2026) studied this question.
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