About the Validation Framework The framework includes: Multi-layer risk assessment Calculation of Sharpe, Sortino, Calmar ratios Forward-testing using 90-day rollingAbout the Validation Framework The framework includes: Multi-layer risk assessment Calculation of Sharpe, Sortino, Calmar ratios Forward-testing using 90-day rolling

DUTT Establishes Institutional Validation Framework for Teacher-Developed AI Models, Beginning With Morales’ Hawkeye™ Engine

About the Validation Framework

The framework includes:

  • Multi-layer risk assessment
  • Calculation of Sharpe, Sortino, Calmar ratios
  • Forward-testing using 90-day rolling windows
  • Stress scenarios based on 2008, 2020, and 2022 volatility
  • Latency and slippage simulation under high-traffic conditions
  • Regime-shift sensitivity analysis

Purpose of the Collaboration

This initiative ensures that teacher-developed AI quant models receive a rigorous, transparent evaluation process before any potential user access is considered.

DUTT stated that the framework reinforces its commitment to safety, compliance, and long-term platform integrity.

Future Development

Upon completion of Phase 1 validation, Morales’ team and DUTT quants will co-develop enhanced logic modules designed for multi-asset arbitrage filters and structural trend detection.

About DUTT Cryptocurrency Exchange Ltd 

DUTT Cryptocurrency Exchange Ltd, founded in 2021 and headquartered in Denver, Colorado, is a global digital asset trading platform built on the principles of security, transparency, and institutional-grade compliance. Backed by US$50 million in registered capital and led by Wall Street veteran Darryl Joel Dorfman, DUTT provides a full suite of services including spot trading, derivatives, institutional custody, quantitative trading, and Web3 financial products.

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