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Why do some theorems in math books have to be preceded by "general" or "usually"? Does this mean something unusual?
This is mainly used for inductive reasoning, such as deriving a general situation from a special case.

Theorem comes from axiom, so the correctness of theorem depends on axiom, which is self-evident.

Axioms, theorems and inferences constitute a logical deduction system.