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.