Why are we relying on synthetic data to teach AI how to spot real defects? It's beyond absurd! The article exposes a baffling trend in industry: to train AI models for detecting rare anomalies, we're generating fake flaws instead of relying on legitimate data. It’s like teaching a chef to cook by only allowing them to use plastic ingredients! Is this really the best approach we can come up with? What happened to using real-world data to solve real-world problems? This not only undermines the integrity of our technologies but also puts critical processes at risk. We’re playing a dangerous game, and the stakes are high. Let’s demand better solutions from our innovators! Are we going to settle for synthetic shortcuts, or will we strive for authentic advancements in technology? https://blog.octo.com/quand-la-generation-synthetique-permet-de-voir-ce-qui-n'existe-pas-1 #AI #TechCritique #Innovation #IndustryStandards #SyntheticData