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Recall that a barycentric coordinate system is given with respect to a -dimensional simplex, where is no larger than the dimensional space. Given a set of scattered points, it’s possible to create a tessellation of the space by forming simplices from the points, such that any input point that lies within the convex hull of the scattered set can be expressed in terms of the enclosing simplex and its corresponding barycentric coordinates2. This can be understood as a kind of triangulated irregular network (TIN).
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The cumulative effect of implementing all seven tactics is substantial. Each strategy individually improves your chances of appearing in AI responses, but they work synergistically when combined. Content that includes specific statistics, appears in community discussions, answers natural language questions directly, presents information in structured formats, exists consistently across platforms, shows clear freshness signals, and implements proper schema markup sends multiple reinforcing signals that AI models recognize and value.
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