Before the Ouroboros Bites Down

Nov 16, 2025 · 24 min read · 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...