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Rob Pike finds APL's approach fascinating because it eliminates the need for ceremony and boilerplate code. APL allows for concise and expressive expression of ideas, whether it's adding elements to a list or performing complex matrix operations. Unlike most languages, APL's way of thinking abstracts away unnecessary details and focuses on the problem at hand. Pike believes that learning different programming languages, including APL, provides unique perspectives and enriches one's thinking process.