Psi-Turing Machines: Bounded Introspection for Complexity Barriers and Oracle Separations
Abstract
We introduce Psi-Turing Machines (Psi-TM): classical Turing machines equipped with a constant-depth introspection interface and an explicit per-step information budget . With the interface frozen, we develop an information-theoretic lower-bound toolkit: Budget counting, -Fooling, and -Fano, with worked examples and . We prove an oracle-relative separation and a strict depth hierarchy, reinforced by an Anti-Simulation Hook that rules out polynomial emulation of using many calls to under the budget regime. We also present two independent platforms (Psi-decision trees and interface-constrained circuits IC-AC/IC-NC) and bridges that transfer bounds among machine, tree, and circuit with explicit poly/log losses. The model preserves classical computational power outside yet enables precise oracle-aware statements about barriers (relativization; partial/conditional progress on natural proofs and proof complexity). The aim is a standardized minimal introspection interface with clearly accounted information budgets.
Cite
@article{arxiv.2510.08577,
title = {Psi-Turing Machines: Bounded Introspection for Complexity Barriers and Oracle Separations},
author = {Rafig Huseynzade},
journal= {arXiv preprint arXiv:2510.08577},
year = {2026}
}
Comments
Withdrawn by the author due to major drafting errors and internal inconsistencies, including duplicated sections, conflicting claims, and incorrect complexity-class statements. This version should not be relied upon; the paper is withdrawn pending a full rewrite and verification