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Articles by Nikita Golovko

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Applications & Technology

Architectural Accountability for AI: What Documentation Alone Cannot Fix

April 17, 2026 Nikita Golovko 0

By Dr. Nikita Golovko, AI Architect, Siemens Your AI system may already have an architecture document. It lists the data sources. It describes models. It defines the KPIs the system is meant to improve. Someone […]

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