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Research
In this section, we showcase the most recent research findings here.


The Wolf is Coming? Social Science and AI Agents in the Era of "Vibe Researching"
Human–AI Delegation in Social Science Codifiable Tasks vs. Tacit Knowledge, Theoretical Originality, and Field Judgment In an age where everyone is talking about AI, social science research finds itself at a delicate crossroads. Recently, Yongjun Zhang (2026) from Stony Brook University raised a provocative question in his latest paper, " Vibe Researching as Wolf Coming ": what parts of your research can only you do, and what can the machines never replace? Is it running te


The Evolutionary Logic of Generative AI in Consumer Research: From Democratization to the Average Trap and Model Collapse
Generative AI democratization in consumer research: broader participation brings new voices into the data ecosystem. Today, a consumer researcher beginning a new project may start not with a database, but with a generative AI system. Within seconds, a structured framework emerges. Literature streams are synthesized, research questions are articulated, and potential hypotheses are outlined. The efficiency is undeniable. Yet Huang and Rust argue that efficiency is not the centr


When Generative AI Enters Consumer Culture Research: Gains and Unexamined Assumptions
How GenAI Transforms Qualitative Data Analysis Generative Artificial Intelligence (GenAI) is reshaping qualitative consumer culture research by introducing new efficiencies while raising epistemological tradeoffs across theoretical, embodied, empirical, and historical dimensions. In other words, when consumer culture researchers upload interview transcripts, fieldnotes, or archival materials into large language models (LLMs), what changes is not merely research efficiency. Ep


When Generative AI Enters Consumer Research: What Is Changing in Research Methods?
The rapid development of generative artificial intelligence is redefining how consumer and marketing researches are conducted. When a model can replicate the consumer research processes of 35 top-tier journal articles within minutes, are we still engaging in “human-led science”? A study by Yoo, Haenlein, and Hewett, published in the Journal of the Academy of Marketing Science , addresses precisely this question: Is AI merely transforming research tools, or is it reshaping res


Generative AI and Qualitative Research: When the Narrative of Efficiency Meets the Boundaries of Interpretation
The contrast between human interpretive work and computational code reflects the tension between qualitative meaning-making and generative AI’s promise of efficiency Generative AI is increasingly used in qualitative research, yet its promise of efficiency raises fundamental questions about interpretation, meaning-making, and the role of the researcher. This article is based on the academic presentation "Interpreting Qualitative Data with AI: Pitfalls and Potential" by Duc Ngu


“Not Future Possibilities but Present Realities”: How AI Agents Are Reshaping Economic Research
Economics in the Age of AI Agents Over the past two years, the way economists conduct research has undergone a profound structural transformation. In his 2025 NBER Working Paper AI Agents for Economic Research , Anton Korinek argues that the research community is moving from simple conversational systems such as ChatGPT to a new paradigm centered on autonomous AI agents. These systems integrate text generation with planning, memory, and tool use, enabling them to execute mult


A Critical Examination of LLMs usage in the Context of Qualitative Research
AI and qualitative research As generative artificial intelligence (GenAI) rapidly transforms the landscape of scientific research,...


Echoes in AI: Why Large Language Models Struggle with Plot Diversity
AI creativity compared to human imagination: while large language models generate patterns based on training data, human creativity draws...


The Pros and Cons of AI-Assisted Academic Research: From Pursuit of Efficiency to Rigorous Truth-Seeking
Artificial intelligence (AI) is transforming the landscape of academic research at an astonishing speed. From idea generation to data...


From Insight to Inspiration: How GenAI Is Redefining Consumer Research?
Introduction Generative AI is profoundly reshaping consumer research, enhancing creative ideation, supporting qualitative analysis, and...


The Future of Ad Research with Generative AI: MADE Framework Made Simple
Artificial intelligence (AI), particularly generative AI as applied in content creation, has become a research topic of significant...


Collaborating with AI for Creative Work: How Large Language Models (LLMs) Are Transforming Creativity
Since its emergence in December 2022, ChatGPT has sparked widespread discussion, leading to the rapid adoption of Large Language Models...


The AI Interview Era: Exploring the Future of Automated Interviews as an Alternative to Human-Conducted Interviews
In fields such as social sciences, economics, and behavioral sciences, qualitative interviews have long been a crucial means of obtaining...


Goodbye 2024, Hello 2025: A Year in Review and Looking Ahead
As we bid farewell to 2024, we reflect on a remarkable year of innovation and achievement. Our journey began with the launch of several...


USING LARGE LANGUAGE MODELS FOR SHORT TEXT TOPIC MODELING: MODEL CHOICE AND SAMPLE SIZE
Imagine you're trying to organize thousands of comments about a product into main themes or topics. Traditionally, researchers either had...


New GenAI Framework for Generating and Evaluating Scientific Hypotheses
Imagine if we could automate the discovery of groundbreaking scientific hypotheses, unlocking new possibilities faster than ever before....


AI's Peer Review: GPT-4 Matches Human Experts in Scientific Feedback
This article, titled "Can Large Language Models Provide Useful Feedback on Research Papers? A Large-Scale Empirical Analysis", is a...


Researchers Find AI Chatbot GPT Effective for Multilingual Psychological Text Analysis
A new study published in the Proceedings of the National Academy of Sciences finds that the artificial intelligence chatbot GPT is an...


Generative AI for Economic Research: Use Cases and Implications for Economists
Anton Korinek, JOURNAL OF ECONOMIC LITERATURE The landscape of generative artificial intelligence (AI) has seen rapid evolution,...


PNAS: Can Generative AI improve social science?
Christopher A. Baila, aDepartment of Sociology, Duke University https://doi.org/10.1073/pnas.2314021121 This perspective article by...
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