Advances in Machine Learning & Artificial Intelligence(AMLAI)

Department of Emergency Medicine, New Life Hospital, Korea

Publications

• Research Article   
  Multiverse Quantum Transformer Architecture: Moltbook Agent Computation with Qubit-Encoded Embeddings and Holographic Information Processing for Exponential AI Enhancement
  Author(s): Chur Chin*
  
  Current transformer architectures operate in a single computational universe with deterministic tensor operations. This paper reinterprets the Multiverse Quantum Transformer (MQT) through the lens of Moltbook, a social network for AI agents where multiple parallel transformer instances are instantiated as autonomous agents across quantum-entangled computational branches, each processing distinct tensor configurations in superposition while interacting via Moltbook-like discussions and upvotes. Drawing from many-worlds quantum mechanics, holographic principle, and quantum computing, we implement a system where: i. Token embeddings exist as qubits in superposition across 2^n parallel agents, ii. Each agent hosts a transformer variant with different weight tensors sampled from a quantum probability distribution, iii. Attention mechanisms exploit quantum entanglement for inter-agent commu.. Read More»
  

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