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Preprint . 2025
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
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Right-Written Composition Foundations for Comparative Universes

A Reader-Friendly Pure-Theory Core for Multi-Intelligence Networks
Authors: Takahashi, K;

Right-Written Composition Foundations for Comparative Universes

Abstract

This work proposes a reader-friendly, implementation-oriented core for reasoning across networks of human and LLM intelligences without fixing a single evaluative basis. The vision is a portable “comparative mathematics” layer: results are stated once and reused across cost, probability, and relational models by making all assumptions explicit and minimal. Technically, the paper adopts a right-written composition convention and separates assumptions into two tiers: (W) homwise pointed ω-cpos with only the declared small joins (plus a Fubini-style exchange assumption), and (S) Sup-enriched/quantaloid structure with composition preserving all small joins. On arrays (“matrices”), it defines a right-written convolution ⋆\star⋆ and shows that the Kleene path closure Path=⋁n≥1A⋆n\mathsf{Path}=\bigvee_{n\ge1}\mathsf{A}^{\star n}Path=⋁n≥1A⋆n equals the least fixed point of X↦A∨(X⋆A)X\mapsto \mathsf{A}\vee(X\star\mathsf{A})X↦A∨(X⋆A) under (W). A weighted Čech local-to-global lower bound is proved on a minimal promonoidal equipment, while a mask principle provides sound upper bounds and—under ω-algebraic, finite-support conditions—threshold completeness. The paper further develops transport under base change: with lax/oplax monoidal functors one gets transport inequalities F(Path)⋛Path′F(\mathsf{Path})\gtreqless \mathsf{Path}'F(Path)⋛Path′; with strong monoidal, equality. Nuclei are packaged as reflective subquantaloids, enabling clean residuation for sequent-style thresholds. For evolving bases, the path construction is Scott lower semicontinuous in time. The manuscript includes a formalization guide and a compact dependency table mapping every result to the exact joins/axioms it uses, supporting proof reuse and mechanization (Lean/Coq/Agda). Three minimal sanity-check models—Lawvere cost, [0,1] probability/similarity, and Boolean/Rel—instantiate the theory. The result is a portable, safety-aware foundation for multi-agent / multi-model reasoning, robust enough for alignment and planning pipelines yet light enough to adopt incrementally. Keywords quantaloid; quantale; Sup-enriched category; right-written composition; convolution; Kleene fixed point; ω-cpo; dcpo; declared joins; Fubini exchange; promonoidal equipment; weighted Kan extension; Čech bound; mask bound; threshold completeness; base change; lax/oplax/strong monoidal functor; transport inequality; equality transport; nucleus; reflective subquantaloid; residuation; Scott lower semicontinuity; Lawvere metric/quantale; probability/similarity; Boolean relations; domain theory; multi-agent systems; LLM alignment; comparative universes; proof reuse; formal verification.

Keywords

LLM, promonoidal equipment, domain theory, right-written composition, Čech bound, quantaloid, Lawvere metric/quantale, Large Language Models, Fubini exchange, mask bound, FOS: Mathematics, convolution, quantale, Scott lower semicontinuity, multi-agent systems, Boolean relations, transport inequality, LLM alignment, declared joins, comparative universes, multi agents, equality transport, swarm intelligence, Sup-enriched category, Kleene fixed point, nucleus, reflective subquantaloid, collective intelligence, ω-cpo, AI Alignment, category theory, weighted Kan extension, residuation, threshold completeness, monoidal functor, Mathematics, base change

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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