Proof systems — the series
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The tree that closes
To prove a formula, assume it false and take it apart. Every branch ends in a contradiction, or one of them describes exactly how it could have been false — and either way the tree is the answer, drawn.
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The assumption a proof pays back
A tableau assumes the opposite once and takes it apart. Natural deduction assumes things freely, uses them, and then withdraws them — and the withdrawal is what turns a derivation of a consequence into a proof of an implication.
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A lemma, and the proof that never mentions one
Proving something by first proving a lemma is what makes mathematics readable, and it is exactly what makes a proof system impossible to search — because the lemma can be any formula at all. Gentzen proved the step can always be removed, and the removal is not free.
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The instance that has to be guessed
Every rule of a propositional tableau replaces a formula by shorter ones, which is why it stops. The rule for a universal claim does not replace it — it keeps it and adds an instance — and one word changing turns a decision procedure into a search that may run forever.
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Every derivation is a term
Write a variable for each assumption, an abstraction where one is discharged, and an application where an implication is used, and a natural-deduction derivation becomes a term. The formula it proves is the term's type, and checking the one is checking the other. A detour in the proof — a lemma introduced and at once used — is a term that simplifies, and simplifying it is removing the detour.
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The sentence between a premise and its consequence
When one formula implies another, something sits between them written only in the words the two have in common: a sentence the first implies and that implies the second. A refutation of the first together with the denial of the second hands such a sentence over, and every possible one lies between a strongest and a weakest that can be computed outright.