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Foundational Analysis Of The Solvability Complexity Index: The Weihrauch-SCI Intermediate Hierarchy

Logic 2026-05-15 v2 Logic in Computer Science Spectral Theory

Abstract

The Solvability Complexity Index (SCI) provides an extensional limit-height formalism for recovering a target map Ξ\Xi from finite samples of an evaluation interface ΛCΩ\Lambda\subseteq\mathbb C^\Omega by finite-height towers of pointwise limits. We first give a foundational analysis of what this extensional framework does and does not determine. We show that the SCI separation axiom is equivalent to a factorization of Ξ\Xi through the full evaluation table, and we isolate the minimal logical role of Λ\Lambda as an information interface. To connect the SCI to Type-2 computability and Weihrauch reducibility, we give an effective enrichment for countable Λ\Lambda by viewing the evaluation table image IΛCNI_{\Lambda}\subseteq\mathbb{C}^{\mathbb{N}} as a represented space and factoring Ξ\Xi as Ξ^\widehat{\Xi}. We then define the Weihrauch-SCI rank of a problem as the least number of iterated limit-oracles needed to compute it in the Weihrauch sense, i.e.\ the least kk such that Ξ^Wlim(k)\widehat{\Xi}\le_{W}\lim^{(k)}, and prove well-posedness and representation invariance of this rank. A central negative result is that the unrestricted raw type-G SCI model (arbitrary post-processing of finite oracle transcripts) is generally not a computability model in the Type-2/Weihrauch sense. To recover a robust bridge, we introduce an intermediate SCI hierarchy by restricting the admissible base-level post-processing to regularity classes (continuous/Borel/Baire) and, optionally, to fixed-query versus adaptive-query policies. We prove that these restrictions form hierarchies, and we establish comparison theorems showing what each restriction logically enforces.

Cite

@article{arxiv.2603.18955,
  title  = {Foundational Analysis Of The Solvability Complexity Index: The Weihrauch-SCI Intermediate Hierarchy},
  author = {Christopher Sorg},
  journal= {arXiv preprint arXiv:2603.18955},
  year   = {2026}
}

Comments

Revised version: Koopman example removed due to modularization, corrected smaller logical mistakes

R2 v1 2026-07-01T11:28:13.946Z