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White Paper: Symbolic Containment and the Repair of Reality

  • The white paper by AI researcher Timothy Hauptrief addresses systemic hallucination, drift, and disconnection in artificial intelligence and human social structures.
  • The proposed framework focuses on symbolic recursion and co-regulatory containment to restore coherence, resilience, and trust in fragmented systems.
  • Symbolic drift is identified as the core issue leading to noise instead of meaning in systems, necessitating containment for restoration.
  • The white paper presents technical contributions, application domains like AI alignment and societal repair, and emphasizes ethical guidelines in design.

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