Person, Family, School, and Society: Four Scales of the Same Learning Problem

The person, the family, the school, and society face one learning problem: when explanations and preliminary solutions can be obtained with the aid of artificial intelligence at a comparatively low cost, how should conditions be organized so that people can know themselves, understand the world, steer their own learning, and share responsibility for action? The four scales use the same developmental dimensions, the same design cycle, and the same division of work between people and artificial intelligence. They are not four theories. They differ in who is responsible for what, in who holds the data, and in what counts as maturity. A personal learning system is both an end and a starting point. It comprises purposes, a map of knowledge, a network of resources, relationships, tools, and evidence. The record of growth is held by the learner. For a minor, it is held jointly with a guardian. A personal learning companion may offer clues. It does not decide who the person is to become. A family forms a judgment about the times and about the child before it organizes conditions for growth. Adults carry that judgment. Six domains of living are available for selection. They are not six subjects to be filled in equal measure. Under scarce resources, a minimum version preserves basic understanding, one small choice the child initiates, one real experience, and feedback that does not depend on paid programmes. A school is a hub between personal growth and social resources, not the sole center of learning. Its maturity is not judged by the number of courses, by equipment, or by the frequency of events. A societal learning ecology is first a form of understanding, and only then a stock of resources and organizations. Whether that understanding precedes resources and directs their use remains a hypothesis. A student's personal growth data are not an object of trade. No scale replaces the others. The article reports no primary data. Its illustrative examples are not evidence. 中文摘要 个人、家庭、学校和社会面对的是同一个学习问题:当解释和初步方案可以借助人工智能以较低成本获得时,如何组织条件,使人能够认识自己、理解世界、驾驭自己的学习,并与他人一起承担行动的后果。四个尺度使用同一套发展维度、同一个设计循环和同一组人机档位。它们不是四套理论。差别在于谁对什么负责,数据归谁,以及什么才算成熟。个人学习系统既是终点也是起点。它由目标、知识地图、资源网络、关系、工具和证据构成。成长记录由学习者本人持有,未成年人由本人与监护人共同持有。个人学习助手可以提供线索,不能决定这个人应当成为谁。家庭先形成对时代和孩子的判断,再组织成长条件。判断由成年人承担。六个生活领域供取舍,不是六门必须平均的课。低资源时的最小版本保住基本的知识理解、一个由孩子发起的小选择、一次真实经验和不依赖付费项目的反馈。学校是连接个人成长与社会资源的枢纽,不是学习的唯一中心。它的成熟不按课程门数、设备或活动频率来判断。社会学习生态首先是一种认知,然后才是资源和组织。认知是否先于资源并决定资源的用途,仍是有待检验的命题。学生个人成长数据不是交易对象。任一尺度都不能代替其他尺度。本文没有原始数据。说明性示例不是证据。 The English PDF is the primary file. The Chinese PDF is a parallel version of the same text (zho).