The president of the Automobile Association, Edmund King, said "about a third" of AA members had made insurance claims in the past two years as a result of cars being damaged by potholes.
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Police warned people not to approach the 32-year-old if they spotted him.
A witness said that the animals may have been spooked by the sound of a horn.
A fire engulfed much of the landmark building on Friday night.