AI Enhances Oracle Reliability, Not Eliminates Trust
        
        
        
        
          
        
        
      
        
    
        
        AI techniques can augment blockchain oracle systems by improving data quality and resilience, but they cannot fundamentally resolve the inherent trust problem of off-chain data integration.
        
        Resource Flexibility Sustains Blockchain Decentralization
        
        
        
        
          
        
        
      
        
    
        
        This research reveals how adaptable resource use in consensus mechanisms is key to maintaining blockchain decentralization amidst evolving network conditions.
        
        Alpenglow: Solana’s Consensus Protocol Achieves Millisecond Finality
        
        
        
        
          
        
        
      
        
    
        
        Alpenglow introduces Votor and Rotor protocols, dramatically reducing Solana's consensus latency to enable real-time, high-performance blockchain applications.
        
        Achilles: TEE-Assisted BFT Consensus with Rollback Resilient Recovery
        
        
        
        
          
        
        
      
        
    
        
        This research introduces a novel Byzantine Fault Tolerant consensus protocol that leverages Trusted Execution Environments to reduce replica count and ensure liveness during TEE failures.
