This paper proposes a new cognitive model, acting as the main component of an
AGI agent. The model is introduced in its mature intelligence state, and as an
extension of previous models, DENN, and especially AKREM, by including
operational models (frames/classes) and will. This model's core assumption is
that cognition is about operating on accumulated knowledge, with the guidance
of an appropriate will. Also, we assume that the actions, part of knowledge,
are learning to be aligned with will, during the evolution phase that precedes
the mature intelligence state. In addition, this model is mainly based on the
duality principle in every known intelligent aspect, such as exhibiting both
top-down and bottom-up model learning, generalization verse specialization, and
more. Furthermore, a holistic approach is advocated for AGI designing, and
cognition under constraints or efficiency is proposed, in the form of
reusability and simplicity. Finally, reaching this mature state is described
via a cognitive evolution from infancy to adulthood, utilizing a consolidation
principle. The final product of this cognitive model is a dynamic operational
memory of models and instances. Lastly, some examples and preliminary ideas for
the evolution phase to reach the mature state are presented.

本文提出了一个新的认知模型，作为 AGI 代理主要组成部分，并介绍了它的成熟智能状态，以及扩展了 DENN 和特别是 AKREM 之前的模型，包括操作模型（框架 / 类）和意愿。该模型的核心假设是，认知是关于在合适的意愿指导下操作积累的知识。此外，该模型主要基于已知的智能方面的二元原则，同时展示了自顶向下和自底向上的模型学习、泛化与特化等。最后，通过从婴儿时期到成年期的认知演进，利用巩固原则来描述达到这种成熟状态，并产生了一个模型和实例的动态操作记忆。延伸阶段达到成熟状态的一些例子和初步想法也被提出。