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Companies that aggressively pursue learning must accept the possibility of failure. But simply setting goals and being nonchalant if they fail is inadequate. Instead, companies should focus organizational energy on hypothesis generation and testing. Hypotheses force individuals to articulate in advance why they believe a given course of action will succeed. A failure then exposes an incorrect hypothesis — which can more reliably convert into organizational learning.