As generative AI, agentic systems and automation dominate the market conversation, how can financial market practitioners separate genuine disruption from noise? In this AcademiaTalk, Professor Dave Cliff draws on decades of AI and automated trading research- from early agent-based systems to today's LLM boom- to challenge current assumptions.