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

Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents arXiv:2606.01886v1 Announce Type: new Abstract: 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, and shifting market assumptions, while the agent answers, retrieves, acts, and forgets. In finance, this is not just inconvenient. In tasks such as market analysis, copy-trading revie