The emergence of conversational AI and generative AI technologies has garnered significant attention because they enable capabilities not possible with traditional software and IT systems. These technologies have evolved from a different research perspective than conventional software technology, which can make them challenging for engineers like you, who are experienced…

Why are we so busy amidst a plethora of convenient tools? And despite attaining a level of wealth unprecedented in history, why can’t we escape conflict and suffering? In this article, I intend to analyze the current state of society using the concept of ‘Severity’. Severity Severity refers to the degree…

I am conducting personal research on the origin of life from the perspective of a systems engineer. The origin of life is often considered from the perspective of how the complex group of chemicals that constitute living organisms came into being. …

System engineering and AI technology are both supported by computer science and software technology. However, I feel that there is a subtle difference between the two as technical fields. As a system engineer, I perceive conversational AI and generative AI as a type of information processing system. For this reason…

I’ve recently started my journey to gain a deeper understanding at the macro-level of a system architecture perspective of conversational AI chatbots and generative AI agents based on large language models. These advanced systems have been shaking the world since last year, particularly in terms of their language processing capabilities. …

Inspired by the advent of chat AIs, I have become intrigued by the nature of intelligence. By contrasting what existing artificial intelligence can do with the intellectual tasks and thoughts performed by humans, it feels easier to highlight the nature of intelligence. In this article, I focus on the intellectual…

Learning from past events and predicting the future based on them is significantly different from imagining the future by choosing from multiple options of one’s actions. When predicting the future based on learning from the past, there are mainly two methods. One is probability. …

Organisms, when they grow, undergo cell division from within, expanding their body structures. This phenomenon is a commonplace observation in biology, yet when we consider the production of industrial products or buildings, we don’t employ this approach of expanding from internal. Instead, we construct from the outside. When pondering the…

While contemplating the structure of living organisms, I noticed that they seem to embody stored energy. What I’d like to focus on is not just the energy stored like nutrients, ready to be used at any time. Instead, it’s the dynamic energies such as the potential energy stored in the…