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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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A. Drobakha

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Review Open access Dec 2026

PSYCHOMETRIC OPERATIONALIZATION OF FUNCTIONAL ROLES IN AUTONOMOUS MULTI-AGENT SYSTEMS BASED ON PERSONAMATRIX: AN AI TRANSITIONAL FIELD FRAMEWORK

Background: Autonomous LLM agents increasingly operate in shared environments where behavior depends on interaction history, role allocation, local norms, authority, and group structure. Objective: This conceptual methods paper develops a psychometric operationalization of dynamic functional roles in autonomous multi-...

A. Drobakha, Liudmyla Lahuta · 0 citations

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