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Good afternoon, everyone. Why don't we go ahead and get started? My name is Jeff Schmitt. I cover wealth management and capital market stocks at William Blair. I would like to introduce Tradeweb. This ...

RAG retrieves documents but not decision logic, causing agents to act on expired rules. Decision context graphs encode applicability and time-scoped memory.