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- 08:14, 16 March 2026 Stephen-russell06 talk contribs created page 7 Clear Signals That Strong Summarization Hides Knowledge Gaps (Created page with "<html><h1> 7 Clear Signals That Strong Summarization Hides Knowledge Gaps</h1> <h2> 1) Fluent Summaries That Mask Numeric Inconsistencies</h2> <p> Why do sentences that read perfectly still contain numbers that don't add up? This happens because models optimized for concise, human-like summaries focus on surface quality - fluency, brevity, coherent phrasing - rather than verifying arithmetic or provenance. A model can compress a 40-page earnings report into a neat paragr...")
