aiqbench analysis

This article explores the architectural shift toward algorithmic corporations where autonomous agents manage operations, effectively replacing traditional middle management with decentralized agentic loops running in shared GPU memory. It analyzes the specific requirements for building robust AI stacks capable of sustaining business-level autonomy without human intervention. The focus remains strictly on the systems engineering and organizational implications of advanced agent architectures rather than consumer applications or general software updates.