The Petrol Tank for AI Discovery Might be Running Dry as Publishers close access to scholarly content such as abstracts due to AI incentives

Elicit.com, Consensus, and Undermind.ai are among the new leading comprehensive cross-disciplinary "AI-powered academic search engines" today. Yet, these tools, alongside many others, have depended heavily on open scholarly metadata—especially Open Abstracts and full text—typically sourced from aggregators like Semantic Scholar Academic Graph/Semantic Scholar Open Research Corpus, OpenAlex, and to a lesser extent Lens.org and CORE.

Authors

Publication Details

Journal
Front Matter
Published
2025-09-27
DOI
https://doi.org/10.59350/zhnaz-8e261
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

The Petrol Tank for AI Discovery Might be Running Dry as Publishers close access to scholarly content such as abstracts due to AI incentives

Aaron Tay
Front Matter
Artificial Intelligence in Healthcare and Education
article

The Petrol Tank for AI Discovery Might be Running Dry as Publishers close access to scholarly content such as abstracts due to AI incentives

Aaron Tay
article en

Abstract

Elicit.com, Consensus, and Undermind.ai are among the new leading comprehensive cross-disciplinary "AI-powered academic search engines" today. Yet, these tools, alongside many others, have depended heavily on open scholarly metadata—especially Open Abstracts and full text—typically sourced from aggregators like Semantic Scholar Academic Graph/Semantic Scholar Open Research Corpus, OpenAlex, and to a lesser extent Lens.org and CORE.

Front Matter
Openalex Percentile: Top 81%
Artificial Intelligence in Healthcare and Education
DOIOpen Access PDFOpenAlex
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The Petrol Tank for AI Discovery Might be Running Dry as Publishers close access to scholarly content such as abstracts due to AI incentives — Aaron Tay · Front Matter (2025) | TGRS Research Map | TGRS