AIHacker Noonabout 4 hours ago
State Machines Replace Agent Loops in Regulated AI
10 min read
LangChain-style agent loops produce non-deterministic trajectories, making them incompatible with audit requirements in regulated industries. State machines are replacing these loops by enforcing deterministic execution replay, bounded path-traversal complexity, and governance-defined confidence thresholds. The shift is architectural, not fixable through better tooling.
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