Deterministic Sortition Guarantees Honest Majority, Strengthening Decentralized Committee Selection
        
        
        
        
          
        
        
      
        
    
        
        New sortition technique replaces probabilistic committee security with deterministic bounds, fundamentally strengthening distributed ledger decentralization and scalability.
        
        AI Optimizes Blockchain Consensus for Dynamic, Secure, and Efficient Networks
        
        
        
        
          
        
        
      
        
    
        
        This research introduces a hybrid AI model that dynamically optimizes blockchain consensus mechanisms, significantly enhancing network scalability, security, and efficiency by learning and adapting to real-time conditions.
        
        Adaptive Proof-of-Stake Enhances Decentralization and Sybil Resistance
        
        
        
        
          
        
        
      
        
    
        
        A novel Proof-of-Stake mechanism dynamically selects validators based on reputation, fortifying network decentralization and mitigating stake centralization risks.
