In standard formal logic, even one pair of contradictory assertions is traditionally deemed to make any possible conclusion vacuously derivable. Ex falso quodlibet, as the scholastics used to say — from a contradiction, anything at all follows. Meaning is thus destroyed.
As an alternative to this, Hegel in the 19th century anticipated what 20th and 21st century logicians and artificial intelligence researchers have called “nonmonotonic” reasoning. In a nonmonotonic setting, a contradiction only invalidates what is contradictorily asserted. Something must still be wrong with one of the contradictory assertions, but the damage does not spread arbitrarily.
“[W]hat is self-contradictory does not resolve itself into a nullity, into abstract nothingness, but essentially only into the negation of its particular content; … such a negation is not just negation, but is the negation of the determined fact…, and is therefore determinate negation ” (Science of Logic, di Giovanni trans., introduction, p. 33, emphasis in original).
Robert Brandom has pointed out that material inference — the kind of reasoning based on meaning that most humans really rely on most of the time — has this nonmonotonic character:
“Gil Harman sharpens the point in his argument that there is no such thing as rules of deductive reasoning. If there were, presumably a paradigmatic one would be: If you believe p and you believe if p then q, then you should believe q. But that would be a terrible rule. You might have much better reasons against q than you have for either of the premises. In that case, you should give up one of them. He concludes that we should distinguish relations of implication, from activities of inferring. The fact that p, if p then q, and not-q are incompatible, because p and if p then q stand in the implication relation to q, normatively constrains our reasoning activity, but does not by itself determine what it is correct or incorrect to do” (Brandom, Reasons: Three Essays on their Logic, Pragmatics, and Semantics, pp. 4-5).
“Monotonicity… is not a plausible constraint on material consequence relations. It requires that if an implication (or incompatibility) holds, then it holds no matter what additional auxiliary hypotheses are added to the premise-set. But outside of mathematics, almost all our actual reasoning is defeasible. This is true in everyday reasoning by auto mechanics and on computer help lines, in courts of law, and in medical diagnosis. (Indeed, the defeasibility of medical diagnoses forms the basis of the plots of every episode of House you have ever seen — besides all those you haven’t.) It is true of subjunctive reasoning generally. If I were to strike this dry, well-made match, it would light. But not if it is in a very strong magnetic field. Unless, additionally, it were in a Faraday cage, in which case it would light. But not if the room were evacuated of oxygen. And so on” (p. 6).