Hierarchical Multi-Agent Verification and Dual-Axis 8-Layer Autonomous Governance (HQAS-8): Eliminating Hallucination, Context Drift, and Unverified Execution in Large Language Model Pipelines
Year: 2026
Type: article
Abstract: 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.
Author: Jashory, HM Shihabuddin
Institution: University of the People
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7225013148