Are AI Agents Deterministic or Probabilistic? The Real Difference

LLMs skip steps, fabricate logs, and can't replay the same sequence twice. An external enforcement gate — not the model — makes an AI agent deterministic. Fixed step order, pre-execution Ed25519 receipts, fail-closed. Why regulated deployment requires determinism, not alignment.