AI

ptimism

Revolutionizing mempool validation with

Predictive AI

Problem & Opportunity

The mempool is a tricky and often overlooked area. Validation has issues like congestion, chain reorganization, and unclear and non-efficient block-building processes.


However, it's also an opportunity to gather and analyze almost real-time transaction data using AI. This leads to valuable insights and opportunities to maximize validation efficiency and real community benefits.

Mempool transactions

Optimal validation

Data streams

AI model

Unique Data Insights



Analyze transaction patterns in the mempool using LLM models and automatic labeling, creating various data streams. It provided a unique way for validators to use predictive data to create a validation process and trusted distributed model by incorporating EDGE computing integrated with node software.


AIptimism is an AI analytics tool that provides mempool analytics and prediction for the validation process.

AI

ptimism

Benefits

Network

  • DDoS attack prediction
  • Clean, optimized mempool
  • Network load analytics & prognosis
  • The security data for possible hack events and fraud
  • Possible censorship prevention

Validators

  • Faster block-building & validation
  • Maximizing “fair” MEV
  • Insights and deep analytics
  • Prediction analytics

Users

  • Better gas management
  • Security insights and predictions
  • Transactions flow optimization
  • Multi-purpose data feeds

Architecture

Contanct us

Send us a message and let's talk about it.

Email

herman.s@aiptimism.com