Quantum intelligence

Sumit Gautam

Aleksey Minbaleev, Kseniia Yu. Nikolskaia, O. V. Petrovskaya

This article discusses the relationship between artificial intelligence and quantum cryptography. Key areas where the two technologies can positively impact each other are highlighted. Such areas include optimization of quantum key distribution using artificial intelligence, quantum cryptography as a method for ensuring cybersecurity of systems with artificial intelligence, quantum intelligence in cryptanalysis, and hybrid classical-quantum systems. The regulatory framework for artificial intelligence and quantum cryptography technologies is considered using the example of a number of countries: Russia, India, China, Europe. Based on the analysis, the main problems of introducing artificial intelligence into quantum cryptography were identified.

Michail A. Zak

This book traces the roots of intelligence down to quantum physics, and in particular, to quantum natural computing. The concept of intelligence is formalised in such a way that it can be referred to both human and robots, and therefore, this book is focused on a phenomenology of intelligent behaviour, in general, regardless of its biological or physical origin. The simplest patterns of intelligent behaviour, that are generalisation and abstraction, can be found in classical recurrent nets that simulate static, periodic and chaotic attractors. However, only introduction of quantum recurrent nets (QRN), quantum resonance (QR) phenomenon, and quantum-inspired (iQ) systems opens up a closer look to phenomenological similarity between quantum algorithms and paradigms of intelligent behaviour.

Deepika Ghai, Suman Lata Tripathi, Ramandeep Sandhu +1 more

Ljudmila Yu. Shchurova, Vladimir A. Namiot

Abstract An attempt to mathematically formalize the problem of intelligence causes difficulties, if only because there is no single definition for intelligence adopted by all psychologists. In this work, this problem is addressed in the following way: through highlighting the essential features of the informal definitions of human intelligence that have been given by expert psychologists it is conducive to put forward an abstract mathematical description of intelligence. Analogies between the problem of intelligence and the problem of quantum mechanical measurements are found, and then the solution to a model problem on the influence of observations on a process of quantum tunneling of particles through a potential barrier is given. Within the framework of the quantum mechanical approach with a non-Hermitian Hamiltonian, a system of differential equations, which formally reflect the concept of intelligence, is formulated, and its analytical solution is presented. On the basis of the obtained solution of the model problem, this paper discusses the question of what phenomena and processes can accompany a process of the realization of intelligence.