Topic Weakness Audits
Our semantic AI tracks question topics to highlight which concepts students struggled with.
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✗ Recursion & Trees (Q3)
62% of students failed to implement the base case properly. Recommendation: Revise call-stack traces.
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! Big-O Complexities (Q2)
38% of students miscalculated worst-case runtime bounds. Recommendation: Practice space-time analysis.
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✓ Array Operations (Q1)
92% of class solved sub-array searches with correct indexing. Success metric: Excellent comprehension.