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Most AI-and-trading sessions describe a workflow. This one runs it. We wire an agent to research, code and test a strategy idea end to end, live in the notebook. Then we break it on purpose: leakage, overfitting that survives a backtest, and drift after you deploy. You leave with the notebook, plus a checklist of the ways AI-assisted work goes wrong and how each one gets caught. The evening also covers what is actually inside a real HFT setup, and what AI is doing to careers in this field. Thu 24 September. Live online. Free.