When Do We Trust the Machine? Algorithm Aversion, and Governing AI in Scholarship

A four-study look at when humans take AI financial advice, a blueprint for governing AI in peer review, and new tools for doing inference with machine-generated variables.

AI Research Digest

21 minutes ago

When AI Becomes Your Variable: The Hidden Bias in AI-Generated Data

A new ISR study shows why feeding AI-generated variables straight into your regressions biases the results — plus a deep-learning ECG biomarker, agentic GenAI in operations, and meta-learning for consumer preferences.

AI Research Digest

2 days ago

The Machine at the Research Table: AI, Reflexivity, and the Future of Qualitative Inquiry

AI and Qualitative Research: From Research Tool to Methodological Challenge Artificial intelligence is no longer a polite “future guest” waiting outside the research office; in this article, it has already walked into healthcare, education, and scientific inquiry. Dellafiore, Saba, Collaro, and Artioli open by making the background unmistakably clear: AI, as a field spanning computer science, engineering, mathematics, linguistics, and psychology, is rapidly reshaping research

4 days ago

AI in Research: Is It Quietly Deskilling Scientists?

Early evidence that AI tools may erode the skills they were meant to augment, the risk of a scientific 'monoculture,' an autonomous medical AI agent, and new work on AI-assisted creativity and algorithmic transparency.

AI Research Digest

6 days ago

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