Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents

Ailiya Borjigin, Igor Stadnyk, Ben Bilski +4

Financial AI agents often fail for a simple reason: they make users carry the complexity. A user must repeatedly restate goals, risk preferences, portfolio context, past judgments,…