# DIKWP-TRIZ: A Revolution on Traditional TRIZ Towards Invention for Artificial Consciousness
## 4 Mapping and Coverage Analysis of TRIZ Rules in DIKWP
### Mapping the 40 TRIZ Principles to the DIKWP Model
#### 4.1.20. Wisdom (W) \(\rightarrow\) Purpose (P)  
In the Cognitive Space, strategic goals and action guidelines from Wisdom-based decision making can be concretized into target purposes, providing a clear direction for action. The transformation from Wisdom to Purpose involves extracting specific goals and actionable pathways from the broader strategic framework. This process ensures that abstract strategic objectives are translated into well-defined purposes and execution plans, thereby guiding decision-making processes with precise and goal-oriented directives.  
* **Principle 10: Preliminary Action** This principle is reflected in the transformation from wisdom to Purpose by setting goals using valuable information content. For example, investment banks and asset management companies will establish market monitoring systems to adopt corresponding hedging strategies before financial market fluctuations occur, in order to avoid potential losses caused by future price fluctuations [106].
* **Principle 15: Dynamism** Cognitive subjects need to adjust or redefine their goals based on new values in order to maintain their relevance and effectiveness in a constantly changing environment. This principle emphasizes the dynamic adjustment of goals and suggests updating the original goals when new knowledge or experience arises to better align with the current context. For example, in the medical field, medical institutions need to adjust treatment goals in a timely manner based on factors such as the patient's age, economic level, and other conditions to avoid unexpected situations [107].
* **Principle 20: Continuity of Useful Action** The cognitive subject transforms wisdom into corresponding intentions through appropriate strategies under limited conditions, enabling it to output reliable goals or effects. For example, for the auto drive system [74], in the context of limited input content and computing power, the Purpose output of the autonomous drive system needs to be aligned under human values [108], so that the decisions of the autonomous drive system output can always conform to human values.
* **Principle 33: Homogeneity** The important concept of this invention principle is to transform multiple similar intelligences into consistent knowledge expressions, which can form a synergy and increase efficiency without causing additional side effects. For example, using the Semantic Web [109], adopting unified classification standards and annotation methods to form a consistent knowledge network facilitates the association and inference of knowledge.
* **Principle 39: Inert Atmosphere** We extend the semantics of this principle to improve target output efficiency by reducing environmental interference, while also facilitating analysis of the resulting phenomena. This principle embodies the transformation from wisdom to Purpose in the DIKWP model. For example, in the field of computer science, containerization is a lightweight and portable way to configure computing environments. It packages applications and their required libraries, dependencies, and configuration files together, as the simplicity of the environment makes it easy to deploy on various hosts, with consistent performance and reduced testing time costs [110].