activity
20242026
collaborators

6 papers

cs.LG2026

Beyond Feedforward Networks: Reentry Neural Systems as the Fundamental Basis of Subjecthood and Intrinsic Safety of Next-Generation AGI

A. S. Ushakov, Yu. N. Berdinsk

We propose a complete architectural blueprint for safe artificial general intelligence based on a closed reentry loop (D <-> I cycle). In contrast to feedforward networks, which ar…

math.GR2026

HNN extensions of free groups with equal associated subgroups of finite index: polynomial time word problem

Hanwen Shen, Alexander Ushakov

Let be an HNN extension of a free group with two equal associated normal subgroups of finite index. We prove that the word problem in is decidable…

math.GR2026

One-variable equations over the lamplighter group

Alexander Ushakov, Yankun Wang

We study one-variable equations over the lamplighter group $\MZ_2 \wr \MZ$. While the decidability of arbitrary equations over remains open, we prove that the Diophantine pro…

math.GR2025

One variable equations over the lamplighter group

Alexander Ushakov, Yankun Wang

We prove that one variable equations in the lamplighter group $\MZ_2\wr \MZ$ are decidable and describe an algorithm for solving such equations. The algorithm has super-exponential…

math.GR2025

Orientable quadratic equations in wreath products

Alexander Ushakov, Chloe Weiers

In this paper we study the complexity of solving orientable quadratic equations in wreath products of finitely generated abelian groups. We give a classification of cases…

math.GR2024

Quadratic equations in the lamplighter group

Alexander Ushakov, Chloe Weiers

In this paper we study the complexity of solving quadratic equations in the lamplighter group. We give a complete classification of cases (depending on genus and other characterist…