A. V. Milenkov

Algorithmic trading risks and their classification

It is argued that traditional classifications (market, credit, operational risks) fail to capture key features of modern trading algorithms: ultra–high speed (microsecond range), complexity of neural network decision interpretation, and the potential of single errors to trigger systemic failures.