……它以简单的数学模型为基础。而邋遢派（scruffy approach）则更像生物学，其中大部分工作涉及研究和分类各种各样的现象。[a] https://www.amazon.com/Made-Up-Minds-Constructivist-Artifici... Made-Up Minds: A Constructivist Approach to Artificial Intelligence (Artificial Intelligence Series) 平装版 – 2003年1月1日。《Made-Up Minds》探讨了根本性的问题……
…it uses simple mathematical models as its foundation. The scruffy approach is more like biology, where much of the work involves studying and categorizing diverse phenomena.[a] https://www.amazon.com/Made-Up-Minds-Constructivist-Artifici... Made-Up Minds: A Constructivist Approach to Artificial Intelligence (Artificial Intelligence Series) Paperback – January 1, 2003 Made-Up Minds addresses fundamental questions…
……被当成商业机密保守，而不是通过专利文件或足够详实的论文公之于众。（这纯粹是先往好处想他们。）如果你看看 Gary Drescher 在《Made up minds》[1] 中发表的成果，就会发现，一个能影响世界的 AI 或许比单纯观察世界的 AI 能更高效地获得智能——也就是说，一个能通过做实验来学习，而不是……
…kept a trade secret than be revealed to the public through either a patent document or a detailed enough paper. (Just giving them the benefit of doubt.) If you look at Gary Drescher's work published in "Made up minds" [1], it seems possible that an AI that can influence the world can more efficiently arrive at intelligence than one that simply observes it - i.e. one that can learn by performing experiments rather…
……在我 MOOLLM 的 github 仓库里的 Schema，用来分析并防止 AI Slop、AI Gloss 等等。我正积极地将 Gary Drescher 的 schema 机制应用到这个问题上，正如他在其博士论文和著作《Made-Up Minds: A Constructivist Approach to Artificial Intelligence》中所描述的那样。那么，除了在网上讨论里发牢骚，你又为解决这个问题做过什么尝试呢？你要了我仓库的链接，现在你欠我……
…Schemas in my MOOLLM github repo to analyze and prevent AI Slop, AI Gloss, and more. I'm actively applying Gary Drescher's schema mechanism to the problem, as he described is his PhD thesis and book "Made-Up Minds: A Constructivist Approach to Artificial Intelligence". So what have you tried to do about the problem, other than just whining in online discussions? You asked for a link to my repo, so now you owe…
……好奇心。Leela AI 由 Henry Minsky 和 Cyrus Shaoul 创立，灵感源自 Jean Piaget、Seymour Papert、Marvin Minsky 以及 Gary Drescher（在其著作《Made-Up Minds》中有详述）关于儿童发展的思想。https://mitpress.mit.edu/9780262517089/made-up-minds/ https://leela.ai/leela-core >Leela Platform 由 Leela Core 驱动，这是一款基于麻省理工学院人工智能（MIT Artificial Intelligence）研究成果的创新 AI 引擎……
…curiosity. Leela AI was founded by Henry Minsky and Cyrus Shaoul, and is inspired by ideas about child development by Jean Piaget, Seymour Papert, Marvin Minsky, and Gary Drescher (described in his book “Made-Up Minds”). https://mitpress.mit.edu/9780262517089/made-up-minds/ https://leela.ai/leela-core >Leela Platform is powered by Leela Core, an innovative AI engine based on research at the MIT Artificial Intelligence…
……操纵抽象概念，以及从较低抽象层级中提取出新的、更高层级实体的结合。对于后者，据我所知目前唯一的 AI 研究就是 Drescher 的《Made-up Minds》。多层神经网络最终会产生映射到某种特征的内部点，但这与系统能够形成抽象概念进而基于……来运作之间，存在着巨大的跨度。
…combination of manipulating abstractions and extracting new, higher level entities from lower levels of abstraction. For the latter, the only AI work to date that I am aware of on the latter is Drescher's 'Made-up Minds'. Multi-layered neural nets end up with interior points that map to some sort of features, but there is a big jump from that to a system being able to develop an abstraction and then operate in terms…
…activation patterns that recall mental states. cursor-mirror lets you see these patterns: which tools activated, what context was assembled, how the agent reasoned. Schema Mechanism (Drescher, 1991) — Made-Up Minds describes how agents learn causal models through Context → Action → Result schemas. cursor-mirror provides the data for schema refinement: what context was assembled, what action was taken, what result…
……它以简单的数学模型为基础。而邋遢派（scruffy approach）则更像生物学，其中大部分工作涉及研究和分类各种各样的现象。[a] https://www.amazon.com/Made-Up-Minds-Constructivist-Artifici... Made-Up Minds: A Constructivist Approach to Artificial Intelligence (Artificial Intelligence Series) 平装版 – 2003年1月1日。《Made-Up Minds》探讨了根本性的问题……
…it uses simple mathematical models as its foundation. The scruffy approach is more like biology, where much of the work involves studying and categorizing diverse phenomena.[a] https://www.amazon.com/Made-Up-Minds-Constructivist-Artifici... Made-Up Minds: A Constructivist Approach to Artificial Intelligence (Artificial Intelligence Series) Paperback – January 1, 2003 Made-Up Minds addresses fundamental questions…
……被当成商业机密保守，而不是通过专利文件或足够详实的论文公之于众。（这纯粹是先往好处想他们。）如果你看看 Gary Drescher 在《Made up minds》[1] 中发表的成果，就会发现，一个能影响世界的 AI 或许比单纯观察世界的 AI 能更高效地获得智能——也就是说，一个能通过做实验来学习，而不是……
…kept a trade secret than be revealed to the public through either a patent document or a detailed enough paper. (Just giving them the benefit of doubt.) If you look at Gary Drescher's work published in "Made up minds" [1], it seems possible that an AI that can influence the world can more efficiently arrive at intelligence than one that simply observes it - i.e. one that can learn by performing experiments rather…
……在我 MOOLLM 的 github 仓库里的 Schema，用来分析并防止 AI Slop、AI Gloss 等等。我正积极地将 Gary Drescher 的 schema 机制应用到这个问题上，正如他在其博士论文和著作《Made-Up Minds: A Constructivist Approach to Artificial Intelligence》中所描述的那样。那么，除了在网上讨论里发牢骚，你又为解决这个问题做过什么尝试呢？你要了我仓库的链接，现在你欠我……
…Schemas in my MOOLLM github repo to analyze and prevent AI Slop, AI Gloss, and more. I'm actively applying Gary Drescher's schema mechanism to the problem, as he described is his PhD thesis and book "Made-Up Minds: A Constructivist Approach to Artificial Intelligence". So what have you tried to do about the problem, other than just whining in online discussions? You asked for a link to my repo, so now you owe…
……好奇心。Leela AI 由 Henry Minsky 和 Cyrus Shaoul 创立，灵感源自 Jean Piaget、Seymour Papert、Marvin Minsky 以及 Gary Drescher（在其著作《Made-Up Minds》中有详述）关于儿童发展的思想。https://mitpress.mit.edu/9780262517089/made-up-minds/ https://leela.ai/leela-core >Leela Platform 由 Leela Core 驱动，这是一款基于麻省理工学院人工智能（MIT Artificial Intelligence）研究成果的创新 AI 引擎……
…curiosity. Leela AI was founded by Henry Minsky and Cyrus Shaoul, and is inspired by ideas about child development by Jean Piaget, Seymour Papert, Marvin Minsky, and Gary Drescher (described in his book “Made-Up Minds”). https://mitpress.mit.edu/9780262517089/made-up-minds/ https://leela.ai/leela-core >Leela Platform is powered by Leela Core, an innovative AI engine based on research at the MIT Artificial Intelligence…
……操纵抽象概念，以及从较低抽象层级中提取出新的、更高层级实体的结合。对于后者，据我所知目前唯一的 AI 研究就是 Drescher 的《Made-up Minds》。多层神经网络最终会产生映射到某种特征的内部点，但这与系统能够形成抽象概念进而基于……来运作之间，存在着巨大的跨度。
…combination of manipulating abstractions and extracting new, higher level entities from lower levels of abstraction. For the latter, the only AI work to date that I am aware of on the latter is Drescher's 'Made-up Minds'. Multi-layered neural nets end up with interior points that map to some sort of features, but there is a big jump from that to a system being able to develop an abstraction and then operate in terms…
……能唤起心智状态的 activation patterns。cursor-mirror 能让你看清这些模式：激活了哪些工具、组装了什么 context、agent 是如何推理的。Schema Mechanism (Drescher, 1991) ——《Made-Up Minds》描述了 agent 如何通过“Context → Action → Result”的 schema 来学习因果模型。cursor-mirror 为 schema 的精炼提供了数据：组装了什么 context、采取了什么行动、带来了什么结果……
…activation patterns that recall mental states. cursor-mirror lets you see these patterns: which tools activated, what context was assembled, how the agent reasoned. Schema Mechanism (Drescher, 1991) — Made-Up Minds describes how agents learn causal models through Context → Action → Result schemas. cursor-mirror provides the data for schema refinement: what context was assembled, what action was taken, what result…