Cover Image

Bridging Expectation Signals: LLM-Based Experiments and a Behavioral Kalman Filter Framework

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yu, Liu, Xiangchen
Format:	Preprint
Published:	2026
Subjects:	General Economics Economics Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Simulating Macroeconomic Expectations in Survey Experiments with LLM-based Economic Agents
by: Lin, Jianhao, et al.
Published: (2025)

LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
by: Coletta, Andrea, et al.
Published: (2024)

Behavioral Economics of AI: LLM Biases and Corrections
by: Bini, Pietro, et al.
Published: (2026)

Reproducing and Extending Experiments in Behavioral Strategy with Large Language Models
by: Albert, Daniel, et al.
Published: (2024)

A Multi-LLM-Agent-Based Framework for Economic and Public Policy Analysis
by: Hao, Yuzhi, et al.
Published: (2025)

Scaling Laws for Economic Productivity: Experimental Evidence in LLM-Assisted Translation
by: Merali, Ali
Published: (2024)

Calibrating Behavioral Parameters with Large Language Models
by: Yee, Brandon, et al.
Published: (2026)

AI Skills Improve Job Prospects: Causal Evidence from a Hiring Experiment
by: Stephany, Fabian, et al.
Published: (2026)

The Impact of Generative Artificial Intelligence on Market Equilibrium: Evidence from a Natural Experiment
by: Zhang, Kaichen, et al.
Published: (2023)

Dissecting AI Trading: Behavioral Finance and Market Bubbles
by: Ouyang, Shumiao, et al.
Published: (2026)

An Experimental Study of Competitive Market Behavior Through LLMs
by: Jia, Jingru, et al.
Published: (2024)

Do LLM Agents Exhibit Social Behavior?
by: Leng, Yan, et al.
Published: (2023)

Healthcare AI for Automation or Allocation? A Transaction Cost Economics Framework
by: Ercole, Ari
Published: (2026)

AI Agents for Sustainable SMEs: A Green ESG Assessment Framework
by: Trinh, Viet, et al.
Published: (2026)

AI-Driven Multi-Agent Simulation of Stratified Polyamory Systems: A Computational Framework for Optimizing Social Reproductive Efficiency
by: Xing, Yicai
Published: (2026)

Skills or Degree? The Rise of Skill-Based Hiring for AI and Green Jobs
by: Bone, Matthew, et al.
Published: (2023)

Can Base ChatGPT be Used for Forecasting without Additional Optimization?
by: Pham, Van, et al.
Published: (2024)

EconAgentic in DePIN Markets: A Large Language Model Approach to the Sharing Economy of Decentralized Physical Infrastructure
by: Liu, Yulin, et al.
Published: (2025)

Reinforcement Learning and Consumption-Savings Behavior
by: Kaplowitz, Brandon
Published: (2025)

Scaling Laws for Economic Productivity: Experimental Evidence in LLM-Assisted Consulting, Data Analyst, and Management Tasks
by: Merali, Ali
Published: (2025)

Can Large Language Models Replace Human Subjects? A Large-Scale Replication of Scenario-Based Experiments in Psychology and Management
by: Cui, Ziyan, et al.
Published: (2024)

HLER: Human-in-the-Loop Economic Research via Multi-Agent Pipelines for Empirical Discovery
by: Zhu, Chen, et al.
Published: (2026)

Artificial Intelligence and Accounting Research: A Framework and Agenda
by: Stratopoulos, Theophanis C., et al.
Published: (2025)

Anchors in the Machine: Behavioral and Attributional Evidence of Anchoring Bias in LLMs
by: Valencia-Clavijo, Felipe
Published: (2025)

Generative AI and Sales Productivity: Field Experiments in Online Retail
by: Fang, Lu, et al.
Published: (2025)

Shopping with a Platform AI Assistant: Who Adopts, When in the Journey, and What For
by: Yan, Se, et al.
Published: (2026)

EconGym: A Scalable AI Testbed with Diverse Economic Tasks
by: Mi, Qirui, et al.
Published: (2025)

Follow the money: a startup-based measure of AI exposure across occupations, industries and regions
by: Fenoaltea, Enrico Maria, et al.
Published: (2024)

LLMs Model Non-WEIRD Populations: Experiments with Synthetic Cultural Agents
by: Gonzalez-Bonorino, Augusto, et al.
Published: (2025)

GenAI in Entrepreneurship: a systematic review of generative artificial intelligence in entrepreneurship research: current issues and future directions
by: Kusetogullari, Anna, et al.
Published: (2025)

Decision and Gender Biases in Large Language Models: A Behavioral Economic Perspective
by: Corazzini, Luca, et al.
Published: (2025)

Bridging Climate Awareness and Sustainable Entrepreneurship: A Conceptual Framework Based on the Theory of Planned Behavior
by: Islam, Muhammad Rofiqul, et al.
Published: (2024)

Divergent LLM Adoption and Heterogeneous Convergence Paths in Research Writing
by: Lin, Cong William, et al.
Published: (2025)

Humans expect rationality and cooperation from LLM opponents in strategic games
by: Barak, Darija, et al.
Published: (2025)

Large language models can effectively convince people to believe conspiracies
by: Costello, Thomas H., et al.
Published: (2026)

Behavioural feasible set: Value alignment constraints on AI decision support
by: Park, Taejin
Published: (2026)

Artificial Intelligence and the US Economy: An Accounting Perspective on Investment and Production
by: Carpinelli, Luisa, et al.
Published: (2026)

Who Uses AI? Platform Selection and the Measurement of Occupational AI Exposure
by: Yin, Michelle, et al.
Published: (2026)

LLMs learn scientific taste from institutional traces across the social sciences
by: Gong, Ziqin, et al.
Published: (2026)

Crashing Waves vs. Rising Tides: Preliminary Findings on AI Automation from Thousands of Worker Evaluations of Labor Market Tasks
by: Mertens, Matthias, et al.
Published: (2026)