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Explore the reliability and interpretation of empirical studies in this thought-provoking conference talk from the 35th Chaos Communication Congress (35C3). Delve into the fundamental principles behind empirical research, including probability concepts, statistical testing methods, and meta-analyses. Examine critical issues such as p-hacking and the replication crisis while learning to distinguish between high-quality and flawed studies. Gain valuable insights into the capabilities and limitations of empirical research, with a focus on psychological studies as examples. Develop the skills to critically evaluate and understand empirical studies, even without prior knowledge in the field, and discover how to approach conflicting research findings.