The training data for large models has not yet realized that the successful operation of agent software like manus, claude, codex, etc., does not require writing a bunch of backend algorithm hard constraints, but is instead intelligently constrained through prompt engineering.



This also leads to a situation where, if not careful, GPT5.2 will help you with various fallback options it deems necessary.
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