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Can AI help me check whether the evidence in my thesis is sufficient?

October 30, 2025
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AI can assist in preliminary evaluations of evidence sufficiency in a thesis. While not replacing human judgment, AI tools offer valuable preliminary analysis. AI algorithms analyze the thesis text to identify citations and supporting statements, assessing factors like citation density relative to claims and topic relevance. They detect potential gaps where assertions lack citations or rely heavily on a few sources. These tools often quantify evidence usage and flag passages needing stronger support. However, limitations exist; AI cannot critically evaluate the quality, credibility, or nuanced relevance of cited sources, nor understand the full argumentative context. It works based on patterns and rules established in data. Therefore, AI provides efficiency in identifying patterns suggesting insufficient support, serving as a useful initial screening tool. It can highlight sections demanding closer human scrutiny. Use AI to flag potential weakness areas. Researchers must then critically assess the flagged content and the source material's strength themselves. This process aids efficiency in revision cycles but requires careful expert review of the evidence's intrinsic validity and appropriateness.
Can AI help me check whether the evidence in my thesis is sufficient?
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