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In QCD, a renormalon problem is known that all-order perturbative series for observables are divergent and perturbative predictions have inevitable uncertainties. This problem is not just formal but becoming serious from phenomenological viewpoints in recent years. In this talk, I introduce a method which allows us to cope with the renormalon problem and achieve precision beyond perturbation theory.