AI and finance: from prediction tools to research infrastructure

Recent finance research is moving from using machine learning as a prediction layer toward using AI as a research workflow and market-structure object.

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What is moving

AI is no longer just a forecasting method in finance papers. It is becoming part of the research production process, the information environment, and the infrastructure of trading and disclosure.

What to watch

The strongest insights will connect model capability changes with market attention, analyst behavior, corporate disclosure, and regulatory response.

Editorial angle

Treat AI-finance commentary as a bridge between technical model progress and measurable economic behavior.