The average temperature across the entire globe averaged over a year does not mean that each day is subject to the exact average added to it.
Global warming intensifies differences in weather patterns. Hotter hots, colder colds, more intense storms, etc.
Seeing as it's so commonly misunderstood I wonder if "catastrophic climate variance" wouldn't have been a better term in hindsight.