Why 80% of Enterprise AI Agent Deployments Fail (And the Deterministic Cure)
Pure LLM autonomy without deterministic guardrails collapses under hallucination cascade. Resilient systems treat models as probabilistic processors inside rigid state machines.
EXECUTIVE TAKEAWAY:Never allow an LLM to choose its own branching logic in core business workflows. Use deterministic orchestrators (state machines) where the LLM is only invoked to perform localized data extraction or synthesis.