How to Test AI Research Tools: A Repeatability Worksheet and Worked Example

By AI News & Updates Editorial Team.
Artificial Intelligence AI Research Assistants Repeatability Source Verification Research Methods Information Literacy Open Data

Abstract

A free teaching activity for evaluating AI literature-search assistants through repeated use rather than one polished response. Learners run the same scholarly-search task three times, preserve visible sources, log test conditions and access failures, verify selected claims and classify results as stable, partially repeatable or unstable. The page includes a reusable five-page worksheet and a public 15-run example dataset covering ResearchRabbit, Elicit, Scite, Consensus and Undermind. The example is explicitly a small, dated free-tier observation set, not a universal product ranking.

Link to resource: https://ainewsandupdates.com/how-to-test-ai-research-tools/

Type of resources: Activity/Lab, Data Set, Homework/Assignment, Student Guide, Teaching/Learning Strategy

Education level(s): College / Upper Division (Undergraduates), Graduate / Professional, Career /Technical, Adult Education

Primary user(s): Student, Teacher, Librarian

Subject area(s): Applied Science, Business and Communication, Education, Social Science

Language(s): English

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