Before the Ouroboros Bites Down
The ancient symbol of the ouroboros—a serpent consuming its own tail—has found disturbing new relevance in the digital age. As artificial intelligence systems increasingly encounter content generated by their predecessors during training, researchers are documenting the emergence of a technological feedback loop with profound implications. What happens when machines learn from machines, creating a closed…