Another AI - Analog Intelligence

Abstract: Al is often thought of as something artificial, i.e., the man­ made world. However, we should remember that prompts are important in Al. In short, what Al did is it simply expanded search space due to advances in computing machines. Decision-making on how to set up the search space and how to search, that is, the strategy, is instructed by humans. The same is true for generative Al. A decision must be made as to how to carry out generation and it is humans that make such decisions. The current computing is based on 0-1, so digitalization is emphasized, but the real world is analog. Digitalization streamlines processing and enables objective, quantitative evaluation. Because of the emphasis on digitalization, the brain is attracting attention. As humans play a large role in Al, let us think about humans. It is generally believed that humans make decisions using their brains. But brains structure body experience into knowledge. Thus, knowledge is very much personal and there is a delay.However, even in our daily lives, the real world is constantly changing. To accurately grasp these situations and respond appropriately, we need wisdom, not knowledge. Furthermore, the real world is analog.e is true for generative Al. A decision must be made as to how to carry out generation and it is humans that make such decisions. Humans are made up of cells. Digitalization is being discussed at a cellular level, so to speak. But to discuss what we should do to cope with the continuously changing real world and make appropriate decisions, we should consider at the level of humans. Then, how can we process analog world with wisdom? The current industrial Society is product-centric. So, quantitative, objective approach is important. But as Maslow pointed out, human needs shift from material needs to mental needs with time and at the last stage, we pursue "Self- actualization".. We will be pursuing our own personal capabilities. This is subjective and qualitative. In short, we should move from Euclidean to Non- Euclidean approach. Mahanalobis who is a researcher of design of experiments develooped Mahalanobis Distance (MD) to remove outliers. But from another perspective, MD prioritize our decisions. In other words, it shifts our pursuit from how to what and why. i.e., from tactics to strategy. In our previous research, we succeed in immediate detection of emotion from face introducing cartoon pattern approach. Its basic idea is to introduce MD and pattern to make appropriate decision for analog objects. Here, this idea of Analog Intelligence is described.

Keywords: Next Society, Analog Real World, Wisdom, Self-sustaing Pleasurable Society, Self-Actualization

DOI: 10.54941/ahfe1005895

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