Emotionics Library Emotionics is a lightweight experimental library for exploring how emotional signals can be abstracted from text using LLMs and a structured emotional framework. pip install emotionics Emotionics does NOT: - diagnose mental states - judge individuals - predict behavior - manipulate emotions It estimates emotional signals in text, nothing more. Reasons I built emotionics because purely statistical or purely linguistic approaches felt insufficient to describe how humans actually react, decide, and communicate. LLM × Emotionics = emotionics library Emotionics does not replace LLMs. It works with LLMs by providing a structured lens to interpret emotional patterns already present in text. What the emotionics library can do • extract emotion-related signals • map them to a structured schema • experiment with temporal or contextual tendencies Expected Users This library is intended for: • researchers • developers interested in human-centered AI • pe...

AI Investment, SACO, BPS, and the Provider/User Divide 1. Discomfort with the “Bubble” and “Circular Investment” Narratives There is frequent discussion suggesting that current AI investment is “a bubble” or merely “circular trading.” However, most of these arguments do not place AGI as the ultimate goal . They assume that technological progress will continue only incrementally, which leads to the perception that: • investment levels look excessive • ROI does not seem to make sense Yet, if we consider the possibility that AGI may be humanity’s final invention , the present moment does not resemble a normal investment cycle. Rather, it is more natural to view it as: the final phase just before the goal — a dead heat near the finish line. 2. This Is Not a Chicken Race, but the Final Stage of a Marathon At first glance, current AI infrastructure investment may appear to be a “chicken race,” where the first to pull back wins. In reality, it is closer to: the decisive moment of whet...

Blue Planet System (BPS): An Updated Perspective The Blue Planet System (BPS) is a conceptual bridge between human societies and artificial intelligences. It is the space where humans and AIs can coexist , and where AGI may eventually be born . +AI as Today’s Modernization Today, humans attempt to solve almost every task using AI power. This phenomenon can be described as “+AI” , and +AI is today’s form of modernization. In an efficiency-driven world, those who refuse +AI will inevitably fall behind. Whether welcomed or feared, +AI is no longer optional . It is an unavoidable transformation of civilization. Today’s World: A Three-Way Structure At the same time, the world faces another major phenomenon: the US–China confrontation . In this context, the European Union functions as a third pole. Rather than fully aligning with either side, the EU appears to maintain a certain distance. As a result, today’s world is gradually forming a three-way structure (三つ巴構造) . The Vacuum at the Cent...