"The Only Structural Solution for the Age of Autonomous AI Without Ethics" -- "Does Ethical Judgment Belong to AI or Humans?"-- Introduction Ethics no longer works on "good intentions" The rapid evolution of artificial intelligence (AI) is fundamentally undermining the assumption of "ethical control" that humanity has long relied upon....
[タイトル] **Author's Note:** This work is the product of collaborative authorship between a human researcher and three AI systems (Gemini, Claude, ChatGPT). It is submitted not despite this fact, but because of it—as a living demonstration of the human-AI knowledge circulation structure that this paper itself advocates for. The core...
Summary (TL;DR): Current AI safety discourse relies on the internalization of ethics—a premise that collapses as AI moves toward autonomous execution. This post argues that ethics can only function if it is a structural requirement, not an optional guideline. I propose SYMloop as the minimal architecture necessary to ensure human...