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The past decade has seen a raft of efforts to encourage robust, credible research. Some focus on changing incentives, for example by modifying promotion and publication criteria to favour open science over sensational breakthroughs. But attention also needs to be paid to individuals. All-too-human cognitive biases can lead us to see results that aren’t there. Faulty reasoning results in shoddy science, even when the intentions are good.