To solve problems in science, engineering, and business, computers were first programmed with the explicit instructions to solve those problems. Now, AI has shown that it is more powerful to first train computers to learn and then give them the data needed to solve a problem. I will review the successes and limitations of machine learning methods being used to train: 1) quantum computers with only Dirac operator gates, 2) hybrid classical-quantum computers with variational quantum circuits, 3) quantum Hopfield computers using equilibrium propagation, a quantum replacement for back propagation, and 4) quantum computer annealers.

Panel discussion exploring essential AI skills, talent retention, innovative technologies, education partnerships, mentorship, and continuous learning. What You Will Learn: Essential Skills for AI: Identify the most sought-after skills for AI developers today and discover pathways for students and junior developers to gain them; Talent Retention Strategies: Explore effective methods for attracting and retaining top AI talent, ensuring your teams remain competitive; Innovative Technologies: Find out which emerging technologies could shape the next wave of AI innovation, such as quantum computing and generative AI; Strengthening Education Partnerships: Learn how collaboration between educational institutions and industries can enhance AI skill development; The Power of Mentorship: Discuss how mentorship can significantly impact the growth of AI talent and how to implement successful programs; Cultivating Continuous Learning: Discover strategies for fostering a culture of learning within organisations to keep AI teams innovative and competitive.

In this session, we delve into the future of finance powered by quantum computing. Discover how this revolutionary technology can transform the financial services industry by enhancing portfolio optimization, revolutionizing risk assessment, and even revolutionizing customer engagement. We will explore the enormous potential and real-world applications of quantum computing in finance.

Quantum computers are expected to bring significant business and societal opportunity, but they also present a challenge to the modern digital economy: large-scale quantum computers will be able to break the security protocols we rely upon to safeguard our data and networks. Businesses face an imperative to prepare for this new computational era by upgrading their cybersecurity with quantum-safe cryptographic solutions. Building on IBM’s long-standing expertise in quantum technology and cryptography research, IBM Quantum has developed a comprehensive set of quantum-safe tools, capabilities, and approaches to help organizations navigate this transition. Learn how one of our clients is using IBM Quantum Safe technology to understand their risk posture, build crypto-agility, and secure their enterprise for the era of quantum.