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In an unexpected twist, a photo disguised as an AI-generated image won third place in the 'AI' category of an art photography competition. This event makes us reconsider the boundaries between AI and human art.

In recent years, artificial intelligence has been widely applied in the scientific field, but caution is needed to avoid misleading or erroneous results. A new statistical technique called PPI helps researchers safely use machine learning models to validate scientific hypotheses. The PPI technique corrects outputs from large generalized models to fit specific scientific problems, avoiding biases in machine learning. This technology can be applied across various domains, such as protein structure analysis and estimating deforestation in the Amazon rainforest.