When Exchanges Teach AI to Trade: What Should Our Classrooms Focus On?

Some data points: Internal tests at Kraken show that users trading with AI agents saw their average trading frequency triple, while manual interventions dropped by 80%. These figures come from a test report published by Kraken officially in July 2026. Although not yet live, it has already excited many fintech professionals. As an IT teacher, I'm focused on something else: When exchanges embed AI agents directly into the trading workflow, how should our students understand the logic behind this shift?