Five Key Benefits of Quantum Machine Learning

Here, Dr. Amit Ray discusses the five key benefits of quantum machine learning. 

Quantum machine learning is evolving very fast and gaining enormous momentum due to its huge potential. Quantum machine learning is the key technology for future compassionate artificial intelligence. In our Compassionate AI Lab, we have conducted several experiments on quantum machine learning in the areas of drug-discovery, combating antibiotic resistance bacteria, and multi-omics data integration. 

We have realized that in the area of drug design and multi-omics data integration, the power of deep learning is very much restricted in classical computer. Hence, with limited facilities, we have conducted many hybrid classical-quantum machine learning algorithm testing at our Compassionate AI Lab. 

Five Benefits of Quantum Machine Learning

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Quantum Computing and Artificial Intelligence

Here, Sri Amit Ray discusses the power, scope, and challenges of Quantum Computing and Artificial Intelligence in details.

In recent years there has been an explosion of interest in quantum computing and artificial intelligence. Quantum computers with artificial intelligence could revolutionize our society and bring many benefits. Big companies like IBM, Google, Microsoft and Intel are all currently racing to build useful quantum computer systems. They have also made tremendous progress in deep learning and machine intelligence.  

Artificial intelligence (AI) is an area of science that emphasizes the development of intelligent systems that can work and behave like humans. Quantum computing is essentially using the amazing laws of quantum mechanics to enhance computing power. These two emergent technologies will likely have huge transforming impact on our society in the future. Quantum computing is finding a vital platform in providing speed-ups for machine learning problems, critical to big data analysis, blockchain and IoT. 

The main purpose of this article is to explain some of the basic ideas how quantum computing in the context of the advancements of artificial intelligence; especially quantum deep machine learning algorithms, which can be used for designing compassionate artificial superintelligence.

Compassionate Artificial Superintelligence AI 5.0 By Dr. Amit Ray

The book defines the concept of Compassionate Artificial Superintelligence AI 5.0.  The book explains how the emerging technologies like Internet of things (IoT), Drone, Brain-Computer-Interface, Blockchain, Big data can be used with deep learning and other modern artificial intelligence (AI) architectures for the ultimate level of joint evolution of human and machine superintelligence.

Humans and AI systems are co-evolving. Gradually they are becoming co-dependent.  The gaps between human and AI systems are reducing. Establishing heart to heart communication is a must. Tomorrow's AI based systems must be able to understand humans from its depth and not just fulfill the surface level requirements. Sensitivity towards human pain, mistakes, and sufferings must be the part of the evolving new AI systems.

Serving humanity intelligently is held up as the “gold standard” of AI based systems. But, with the emergence of new technologies and AI systems with bio-metric data storage, surveillance,  tracking and big data analysis, humanity and the society is facing a threat today from evilly designed AI systems in the hands of monster governments and irresponsible people.  Humanity is on the verge of digital slavery.

The aim of AI 5.0 is to build super-smart-compassionate and intelligent  society, where human and machine will co-evolve. Coevolution occurs when two or more systems reciprocally affect each other's evolution.

Now the primary requirement of a AI based system is that not only it should serve humanity but also should not do any harm to the human liberty, society, environment and the humanity at large. Moreover, AI should act morally, socially, responsibly and compassionately. Dr. Ray calls it Compassionate Superintelligence or "AI 5.0", which empowers humanity and machine with super-intelligence, super-creativity and super-compassion, which will help humanity and machine to reach new levels of evolution of consciousness. Such compassionate intelligent systems would be a boon to the human society rather than being an evil force.

To obtain maturity in new AI systems, AI must focus on solving social issues intelligently. Solving the social issues like terrorism, loneliness, digital slavery, corruption and social inequality must be the part of the new compassionate AI systems. Human freedom and empowerment should be one of the primary criteria. In this book Dr. Ray says that compassionate artificial superintelligent (CAS) system will have the potential to free the humanity from corruption and other evils.

The real challenge is how to digitize and incorporate the human values like compassion, forgiveness, bravery, morality, love and creativity in AI based systems.  In this book Dr. Ray explains compassionate artificial intelligence in depth.  The book provides the blueprint, directions,  frameworks and strategies to develop such compassionate artificial superintelligent systems in coming days.

The book also discusses how emerging Quantum Computing power can be used in the five phases of Artificial Intelligence; namely Artificial Narrow Intelligence (ANI), Artificial General Intelligence (AGI), Artificial Consciousness, Artificial Super-Intelligence (ASI) and Compassionate Artificial Super-Intelligence (CAS).

ISBN: 978-9382123446