Deep Search in K–12 Education: Opportunities, Risks, and Research-Literacy Imperatives for AI-Enabled Classrooms

Authors

• Steven Baule, Winona State UniversityFollow
• Dillon Martinnez, Winona State UniversityFollow

Abstract

Generative artificial intelligence (AI) deep search tools, such as ChatGPT’s Deep Research, Google’s Gemini Deep Search, Perplexity Research, Claude’s extended search, and emerging academic engines like Elicit and Consensus, are reshaping the ways students and educators locate, evaluate, and synthesize information. These tools promise to democratize research and reduce barriers to high-quality sources, particularly in K–12 environments where time, instructional capacity, and access to resources vary widely. However, recent analyses reveal significant challenges: inaccuracies, opaque algorithms, hallucinated facts, and inconsistencies across platforms. Using classroom-relevant examples and controlled experiments, including ambiguous historical searches and complex educational policy queries, this article examines how deep search tools perform in practice and outlines instructional implications for K–12 educators. Recommendations are provided for ethical use, research-literacy instruction, and policy development to ensure that deep search enhances rather than undermines teaching and learning.

Recommended Citation

Baule, Steven and Martinnez, Dillon (2026) "Deep Search in K–12 Education: Opportunities, Risks, and Research-Literacy Imperatives for AI-Enabled Classrooms," Essays in Education: Vol. 32: Iss. 1, Article 11.
Available at: https://openriver.winona.edu/eie/vol32/iss1/11

Primary Author Bio Sketch

Steve Baule is a faculty member at Winona State University, where he teaches in the Leadership Education Department. Prior to joining WSU, Baule spent 28 years in K-12 school systems in Illinois, Indiana, and Iowa. He holds doctorates in educational leadership and instructional technology.

Secondary Author Bio Sketch

Dillon Martinez is a faculty member at Winona State University, where he teaches in the Physical Education and Sports Science Department. He earned his doctorate at Winona State University.