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Last updated: May 8, 2026, 2:30 PM ET

AI Architecture & Security

The evolution of machine learning roles suggests a shift away from model-centric thinking, pushing veteran data scientists toward embracing the responsibilities of an AI Architect. Concurrently, the expanded capabilities of agentic systems introduce new threat vectors beyond traditional prompt injection, necessitating a structured approach to mapping backend attack surfaces associated with tool use and memory integration in deployed workflows.