PANews reported on April 13th that Deluthium Protocol, an AI-native fintech infrastructure, officially launched Deluthium Dark, an on-chain dark pool execution layer for institutional and professional users. In this execution environment, transaction intentions do not enter the public mempool; matching and settlement are completed within a protected environment, fundamentally eliminating the risks of preemptive strikes and pincer attacks. The underlying execution engine is driven by a self-optimizing reinforcement learning system that intelligently splits large orders based on real-time market conditions and continuously optimizes execution quality through closed-loop feedback from each transaction.

Deluthium Dark offers five core product capabilities: order confidentiality, intelligent algorithm execution, deterministic pricing for institutional market makers, fair access mechanisms, and auditable atomic settlement. Deluthium positions itself as an AI-native fintech infrastructure company, dedicated to providing underlying infrastructure for artificial intelligence in the digital finance sector through reinforcement learning-based intelligent execution systems.