@globalpulseofficial Every time this image was recreated, it became less like it…


@globalpulseofficial

Every time this image was recreated, it became less like itself, and the reason why is unsettling 😳⚡️ What you are seeing is what happens when an Al is told to “perfectly replicate” the same image 101 times in a row. Even though the instruction never changed, the output did. It shifted gradually at first, then transformed completely. Researchers refer to this as model collapse. It occurs when an Al learns from its own outputs instead of real, diverse data. Accuracy fades. Details break. The entire structure falls apart. It begins as a near-perfect replica and ends as something almost unrecognizable. Love Technology? Follow @Wealth Media: u/Foreign_Builder_2238 #AI #ArtificialIntelligence #TechExplained #MachineLearning #FutureTech

♬ Ave Maria (violin live performance)(1329861) – Hollywood Labo

@globalpulseofficial

Every time this image was recreated, it became less like itself, and the reason why is unsettling 😳⚡️ What you are seeing is what happens when an Al is told to “perfectly replicate” the same image 101 times in a row. Even though the instruction never changed, the output did. It shifted gradually at first, then transformed completely. Researchers refer to this as model collapse. It occurs when an Al learns from its own outputs instead of real, diverse data. Accuracy fades. Details break. The entire structure falls apart. It begins as a near-perfect replica and ends as something almost unrecognizable. Love Technology? Follow @Wealth Media: u/Foreign_Builder_2238 #AI #ArtificialIntelligence #TechExplained #MachineLearning #FutureTech

♬ Ave Maria (violin live performance)(1329861) – Hollywood Labo




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