Split testing can help you optimize your current design until you reach a local maximum, but it can’t tell you how much you can accomplish with a different approach
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You always need to answer “Why?” before asking “How?”
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If you focus on optimizing what you have rather than also considering larger innovations, who knows what vastly greater heights you might miss (Fig