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Agentic AI for Trading Research: When the LLM Sits in the Loop

The hype says AI agents run the fund; the reality in 2026 is that LLM agents run the research desk — fundamentals, sentiment, bull-bear debate, risk sign-off — while rule-based code still pulls the trigger. Knowing where the line sits is the difference between deploying the pattern and over-trusting it.