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This article aims to understand the critical points in the experiments of the photo-taking-impairment effect, normally researched in the act of photographing, with the use of an artifact in recognition of styles and elements in AI. For the development of the experiment, a heritage route was simulated in the UEL Smart Campus, such as Living Lab, with three wooden houses from the 1940s, and an AI application for cell phones developed in Android Studio, with models trained in Google's Teachable Machine cloud. The experiment was carried out in a pre-test with three different designs. A strong attentional disengagement was pointed out with the concern to apply more volitional experiment designs and with less conceptual codification.