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Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents
Financial LLM agents are often evaluated by comparing their end-to-end returns with those of a baseline and testing the paired difference against zero. This measures whether deploying the agent changes realized performance, but it does not isolate event-selection skill. An agent…
AI Summary & Key Takeaways
- Financial LLM agents are often evaluated by comparing their end-to-end returns with those of a baseline and testing the paired difference against zero
- This measures whether deploying the agent changes realized performance, but it does not isolate event-selection skill
Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents
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