A catalytic converter asks a single brick of ceramic to do two chemically opposite jobs at once: burn what is unburned and un-burn what got over-oxidized. This is how the three-way catalyst pulls off that contradiction, why it lives or dies by the air-fuel ratio, and why a thimble of leaded fuel kills it.
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How a Catalytic Converter Works: Chemistry at 800 Degrees