Circuit Quantum Electrodynamics, Quantum Computing and AI

Google and XPRIZE are launching a $5 million competition to find practical uses for quantum computers. So here are my 20 use cases that I can think of now: 1. DNA Structural Information: Due to sheer power of Quantum Computers we will be able to store and compute long DNA informations process it and maybe find more puzzling discoveries from this information. Imagine knowing how your ancestors used to think how they have developed their genes how all that led to you right now? 2. Understanding Biochemical Reactions and Drug Discoveries: Imagine a world where we have found cure for every single disease. Not just old but newer challenges that we may face in the coming future. An AI so powerful that it can give you a precise answer to all your queries about health within few seconds. 3. Discovery of Knowing the Unknown part of Universe:  People forget how calculating a photograph of a black hole was such an intense computing task and so many of people were invol...

In the realm of artificial intelligence , Large Language Models (LLMs) such as Chat GPT and Gemini have captivated the imagination of researchers and enthusiasts alike. These models represent the pinnacle of contemporary natural language processing , capable of generating human-like text and engaging in meaningful conversations. However, behind the facade of innovation lies a sobering reality: the looming dead-end of traditional computing. The sheer computational power required to train and deploy LLMs is staggering, with training often necessitating expensive GPUs and TPUs . Despite the substantial investment of resources, the journey does not end once the model is trained. Inference, the phase where the model performs tasks related to artificial general intelligence (AGI) , demands ongoing computational power, further exacerbating the financial burden. Compounding this issue is the approaching limit imposed by Moore's Law, which dictates that the number of transistors on a mic...