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KNOWLEDGE MAP

Field-Wide Research Framework

The full survey structure, from AI research tools to economic world models.

FIELD-WIDE FRAMEWORKHow AI extends from research tools to economic-agent modeling and solution
SURVEY SECTION 01

AI as a Tool for Economic Research

Behavior · information · causality · forecasting

SURVEY SECTION 02

Modeling and Solution Evolution

Equilibrium models · agent-based computational economics

SURVEY SECTION 03

AI-Driven Economic-Agent Research

Economic modeling → Agent modeling → AI-based solution → Analysis and validation

SURVEY SECTION 04Summary and Outlook: Toward Economic World Models

State representation · endogenous dynamics · uncertainty · policy feedback

English web rendering of the research structure used in the survey. Consult the paper for the complete argument and references.
HOW TO READ

Key takeaways

  1. 01

    AI first expands behavior generation, information representation, causal estimation, and dynamic forecasting.

  2. 02

    Equilibrium modeling and ACE create distinct needs for high-dimensional solution and behavioral specification.

  3. 03

    The four-stage framework connects technical capacity with economic questions and evidence.

  4. 04

    Economic world models are a long-run research direction, not a completed technology.

AI research tools Modeling evolution Four-stage framework Economic world models