mlsanityData to 14 Oct 2026

Ultraconstructive Model Theory via Bounded Adversarial Finite Structures

arXiv 2608.07534 ↗First posted 27 Jul 2026cs.LO cs.AIcited by 0

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Abstract (arXiv)

Ultraconstructive Model Theory (UCMT) replaces idealized satisfaction, at finite compu- tational scale, by bounded adversarial survival. A finite partial structure is tested by an Opponent (Devil) drawing legal challenges from a bounded attack surface, repaired by a Builder (God) through legal replies, and certified by a symbolic Judge

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 11 references that are in the map. First posted on arXiv 27 Jul 2026.

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2 of 11 references.

References · 2

  1. 2025Logical GANs: Adversarial Learning through Ehrenfeucht Fraisse Gamescited by 2
  2. 2023Model Theory of Ultrafinitism II: Deconstructing the Term Model (First Draft)cited by 1

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