The Minimal Distance Problem
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Statement
How well separated can a family of point-line pairs in the unit square be? For every there are arbitrarily large families in with and for all . Combined with earlier work of Cohen, Pohoata and Zakharov this settles the problem at the sharp exponent . The same construction disproves a conjecture of Hunter, Pohoata, Verstraete and Zhang about induced point-line matchings over finite fields.
Context
also disproves a separate finite-field conjecture of Hunter, Pohoata, Verstraete and Zhang
A named problem in incidence geometry with a documented ladder of exponents and connections to square-difference-free sets, Nikodym sets and minimal blocking sets.
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The acknowledgement draws the line precisely. The author's own plan was to use a high-degree number field analogue of the Hunter-Pohoata-Verstraete-Zhang construction to reach the Ruzsa endpoint. In his words, the decisive new idea of using the codimension-one, square-difference-free, trace-zero lattice in place of a Ruzsa-like set, which is what upgrades the exponent to the sharp one, is entirely due to GPT-5.6 Pro.
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