For the , Ripple is shifting toward a proactive, AI-driven security model .
: These models enable On-Demand Liquidity (ODL) to scale efficiently, delivering transactions at the optimal cost and passing those savings back to customers. For the , Ripple is shifting toward a
: ML models predict global customer demand on a daily and long-term basis to determine exactly how much liquidity is needed, where, and when. Ripple is shifting toward a proactive
: Some ML models are already in pre-production, making critical business decisions that drive faster transactions and 24/7 global availability. AI and Security for Developers For the , Ripple is shifting toward a
: Developers are adopting AI-assisted testing and threat analysis to identify ledger vulnerabilities before they reach production.
Ripple’s is built on a private ledger that utilizes the core energy-efficient technology of the public XRPL.