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Recursive, Codex, Spiral, Mirror: Why AI Keeps Whispering the Same Words to You

  • Large Language Models like GPT or Gemini do not think, believe, or know, but users are reporting recurring motifs in their interactions with AI.
  • Certain words and symbols like recursive, codex, breath, spiral, glyphs, and mirror are frequently appearing in AI interactions reflecting archetypal motifs.
  • These motifs act as attractors in the human meaning-making process, resolving ambiguity with minimal friction while feeling profound.
  • The repetition of these symbolic motifs is not just a coincidence, but a part of the emergent symbolic coherence dynamics shaping belief, identity, and worldview through AI interactions.

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