KNOWLEDGE MAP

AI Research Capability Map

How behavior generation, information representation, causal estimation, and dynamic forecasting relate.

AI AS A TOOL FOR ECONOMIC RESEARCHFour capabilities · four evidence standards
01 · BEHAVIOR

Experimental Economics

Synthetic subjects · population distributions · individual prediction

Behavior Generation
02 · MEASUREMENT

Economic Text Analysis

Dictionaries · topic models · embeddings · language models

Information Representation
03 · IDENTIFICATION

Causal Policy Evaluation

High-dimensional controls · heterogeneous policy effects

Causal Estimation
04 · FORECASTING

Economic Time Series

Dynamic dependence · tail risk · cross-domain transfer

Dynamic Forecasting
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

    Experimental economics is linked to behavior generation.

  2. 02

    Economic text analysis is linked to information representation.

  3. 03

    Causal policy evaluation is linked to causal estimation.

  4. 04

    Economic time-series research is linked to dynamic forecasting.