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LLMs inherently blend data and instructions, creating unavoidable prompt injection vulnerabilities that require architectural workarounds rather than model updates.

Impact: Forces enterprises to redesign AI workflows with deterministic validation layers to prevent catastrophic operational failures.

— from Securing Autonomous AI Agents for Enterprise Operations · Software Architektur im Stream· Aug 05, 2026