Stochastic models are not “bad” — they are powerful tools for pattern discovery.

The problem is not LLMs. The problem is where they are being trusted.

Correlation can assist decisions, but it cannot guarantee correctness.

Deterministic, verifiable systems are what scale safely into reality.

#DeterministicAI #Verification #ECAI #EngineeringTruth #SystemsThinking