Research

Versioned, research-style documents. These are not blog posts: they exist as stable objects for citation and structural clarity.

Documents

The Indexing–Visibility Gap (IVG): A Structural Model of Trust-Weighted Search Distribution
Version 1.1 · February 2026 (Updated) · Author: Mikhail Drozdov
A formal model defining why indexing does not guarantee visibility, and how trust-weighted distribution compresses or expands the gap.