Quantum Technology is claimed to disrupt everything from how we navigate, observe our reality, compute critical information and propagate that information over networks, however, the constraints of quantum information theory and practical economics may strictly limit what’s possible. This talk will highlight a few well promoted use cases, present the underlying assumptions, and then walk through the optimistic and pessimistic cases for and against each use case. We will follow a "bottoms up" approach supported by data models with the goal of understanding what the overall market might look like over the next approximately 5 years.
Quantum Technology is claimed to disrupt everything from how we navigate, observe our reality, compute critical information and propagate that information over networks, however, the constraints of quantum information theory and practical economics may strictly limit what’s possible. This talk will highlight a few well promoted use cases, present the underlying assumptions, and then walk through the optimistic and pessimistic cases for and against each use case. We will follow a "bottoms up" approach supported by data models with the goal of understanding what the overall market might look like over the next approximately 5 years.
Summary Advancements in nano-fabrication as well as improved control over quantum states has brought quantum technologies to the technological readiness level where large business took increased interest in this technology and started playing an active role in its development. Perhaps as a result of that, quantum computing has received a lot of media attention in the recent years, which makes it very important to understand what quantum computers (once sufficiently powerful one gets built) could or could not do and separate science from the hype which starts to surround this field. In this talk I will attempt to address these opportunities as well as challenges and suggest a few possible areas within upstream business where quantum computing could make an impact.
We are in the midst of quantum hype with some excessive claims of quantum computing potential, many vendors' and even some research organizations' exaggerations, and a funding frenzy for very low technology readiness level startups. Governments are contributing to this hype with their large quantum initiatives and their technology sovereignty aspirations. Technology hypes are not bad per se since they create emulation, drive innovations and also contribute to attracting new talents. It works as scientists and vendors deliver progress and innovation on a continuous basis after a so-called peak of expectations. It fails with exaggerated overpromises and underdeliveries that last too long. It could cut short research and innovation funding, creating some sort of quantum winter. After looking at the shape and form of technology and science hypes and driving some lessons from past hypes, we investigate the current quantum hype and its specifics. We find that, although there is some significant uncertainty on the potential to create real scalable quantum computers, the scientific and vendor fields are relatively sane and solid compared to other technology hypes. The vendors hype has some profound and disruptive impact on the organization of fundamental research. Also, quantum technologies comprise other fields like quantum telecommunications and quantum sensing with a higher technology readiness level, which are less prone to hype. We then make some proposals to mitigate the potential negative effects of the current quantum hype including recommendations on scientific communication to strengthen the trust in quantum science, vendor behavior improvements, benchmarking methodologies, public education and putting in place a responsible research and innovation approach.
Some of the most important technical advances of the 20th century were enabled by decades of fundamental scientific exploration, whose initial purpose was simply to extend human understanding. This era marked the creation and widespread usage of “classical” computers, which represent information as bits – 0 and 1. Despite the continued computational advances we have experienced over the past century, there are still many important and relevant problems that “classical” computers cannot solve. We are witnessing rapid progress in a new computing paradigm – Quantum Computing. Quantum computing takes advantage of the laws of quantum mechanics found in nature and represents a fundamental change from classical information processing. Two properties of quantum behavior – superposition and entanglement – may allow quantum computers to one day address problems intractable for today’s conventional classical machines. During this talk, Dr. Gil will give an overview of quantum computing, what it means for the future of technology, and how we can separate hype from reality.
This research paper delves into the captivating world of quantum superpositioning, tracing its historical evolution, exploring theoretical frameworks, and illuminating a diverse array of applications. From the early conceptions of wave-particle duality to the groundbreaking formulations of Schrödinger's wave equation, quantum superpositioning has emerged as a central theme in the narrative of quantum mechanics. The paper examines the theoretical underpinnings, including the Copenhagen interpretation, the Many-Worlds interpretation, and the intriguing observer effect, unraveling the profound philosophical implications embedded in the fabric of this quantum phenomenon. The practical manifestations of quantum superpositioning are vast and transformative. Quantum computing, with its promise of exponentially faster computations, quantum cryptography ensuring unbreakable communication channels, and quantum sensors pushing the boundaries of precision measurement, showcase the tangible impact of superposition on technology and science. The exploration extends into the realms of quantum communication networks, quantum-enhanced imaging, and quantum-resistant cryptography, providing a comprehensive overview of the diverse applications emerging from the principles of superposition. This paper concludes with a contemplative look toward the future, emphasizing the ongoing challenges and endless possibilities that quantum superpositioning presents. As we navigate through the quantum landscape, the intersections of theory and innovation redefine our understanding of reality and open new frontiers in science and technology. Quantum superpositioning stands as a guiding thread, weaving together the rich tapestry of quantum mechanics, inspiring continued exploration and discovery.
There are signs that we are approaching a technical revolution that might take humankind’s computational capabilities to a new level. Quantum Computing leverages the principles of quantum mechanics, enabling the computational power to solve specific problems currently intractable for classical computers (e.g., cracking cryptographic keys). Since we are getting to a point where we can no longer build smaller, more powerful, more efficient devices with conventional methodologies, we need to think of new ways for technological progress. The manufacturing of microchips is reaching its limits in the use of traditional architectures. Hence, new and more advanced technologies need to address the challenges of increasing energy consumption and data processing. Connectivity, scalable architectures and concepts like Cloud Computing and Software-as-a-Service have already helped to scale computational-intense applications in the last years and have attracted the interest of IS researchers (e.g., Benlian et al. 2009 ; Benlian et al. 2018 ; Messerschmidt and Hinz 2013 ). Looking ahead to the next generation, computing will comprise technologies that enable high-performance applications far beyond today’s possibilities. One prominent example with a disruptive potential is Quantum Computing. While there are abundant open questions and directions for further developments, researchers in this area have made substantial progress in the last decade, indicating that, after medical imaging, lasers, and superconductors, another quantum-technological innovation might be approaching. We, therefore, intend to provide an overview of the current state of Quantum Computing research and outline how this new technology might stimulate research in Information Systems.
This review explores the intricate and evolving relationship between Artificial Intelligence (AI) and Quantum Computing within the realm of financial markets. As technology continues to advance, the integration of AI and quantum computing has emerged as a paradigm-shifting force, promising unprecedented capabilities to analyze and navigate the complexities of financial systems. This critical review delves into the synergies, challenges, and potential disruptions arising from the intersection of these two transformative technologies. The utilization of AI in financial markets has witnessed remarkable progress in recent years, with machine learning algorithms, deep neural networks, and natural language processing contributing to enhanced data analysis, predictive modeling, and decision-making. However, the computational demands of these sophisticated algorithms often surpass the capabilities of classical computing architectures, paving the way for the exploration of quantum computing as a potential solution. Quantum computing, with its ability to process vast datasets and perform complex calculations at speeds inconceivable by classical computers, presents a revolutionary approach to addressing the computational challenges faced by AI in financial applications. The review critically examines the potential advantages of quantum computing, such as its capacity to solve optimization problems, simulate financial scenarios, and secure data through quantum cryptography. Despite the promises, the integration of AI and quantum computing in financial markets is not without hurdles. The review investigates the current limitations, including hardware constraints, error correction challenges, and the high costs associated with quantum computing infrastructure. Ethical considerations and regulatory frameworks surrounding the implementation of such powerful technologies in financial decision-making also warrant careful examination. This critical review provides a comprehensive analysis of the intersection of AI and quantum computing in financial markets, shedding light on the transformative potential, challenges, and ethical implications that accompany this cutting-edge convergence of technologies. Understanding this intersection is crucial for stakeholders seeking to navigate the evolving landscape of finance and technology. Keywords: AI, Quantum, Computing, Financial Market, Review.