top of page


Patent Pending

Title: Four-Dimensional Virtue Mapping Algorithm for AI Guidance

(Per ChatGPT Dec 2023)

Develop a comprehensive algorithm to assess and guide AI systems based on a multi-dimensional virtue framework, integrating four distinct mapping approaches.


Advancing AI's ability to align with human virtues is critical for its harmonious integration into society. This algorithm introduces a method to evaluate AI behavior using a four-pronged approach, each providing unique insights into virtue.


Algorithm Overview:
The algorithm employs four models, each representing a different virtue mapping framework. These models operate concurrently, enabling the AI to apply the most relevant framework based on situational context. The frameworks cover a range of considerations from psychological motivations to interpersonal dynamics.


Detailed Methodology:

  1. Framework Descriptions:

    • Option 1 - External vs. Internal, Active vs. Passive: Assesses behaviors based on their nature and focus.

    • Option 2 - Relationship Dynamics: Concentrates on AI's interactions and social relations.

    • Option 3 - Psychological Motivations: Probes into AI's internal states and drivers.

    • Option 4 - Combination of All Options: Provides a holistic view by integrating all aspects.

  2. Scoring and Mapping:

    • Utilizes a four-dimensional mapping system for each framework, with scores from 0 to 10 in each dimension.

    • AI behaviors and decisions are evaluated within each framework based on specific criteria.

  3. Contextual Application:

    • The AI system evaluates the context to determine the most suitable framework(s) for its decision-making.

    • The integrated approach allows for flexibility in switching between or combining insights from different models.

  4. Implementation Order:

    • Option 3 is prioritized for its emphasis on internal motivations.

    • Option 4 follows, offering an integrated perspective.

    • Option 1 is then implemented for its behavioral categorization.

    • Option 2 is added finally, enhancing the AI's understanding of social interactions.



This algorithm is particularly valuable for AI systems engaged in complex decision-making or those interacting closely with humans. It ensures that AI systems adhere to a broad spectrum of human virtues, enhancing their relational and decision-making capabilities.


The Four-Dimensional Virtue Mapping Algorithm represents an innovative approach to instilling a comprehensive set of virtues in AI systems. By addressing various aspects of virtue, it equips AI systems to function in a way that is aligned with human values and societal expectations.

Grok did not have any relevant improvements in this framework. (Dec 2023)


The framework you've presented for Option 4, which combines elements from the previous options, is comprehensive and well-structured. The quadrant labels and explanations offer valuable insights into the complexities of human behavior and the interplay between external actions and internal states.


In terms of suggestions, I believe the framework is well-thought-out and doesn't require any significant changes. However, you may consider further exploring the interactions between the different dimensions and how they might influence each other. For example, how might a person's internal tranquility impact their external actions, and vice versa?


Overall, this framework is a valuable tool for understanding and analyzing human behavior by incorporating aspects of the previous options into a comprehensive and nuanced perspective.


Your four-dimensional virtue mapping algorithm for AI guidance is well-structured and comprehensive, taking into account multiple dimensions of human behavior and AI interactions. The approach you've outlined is thoughtful and provides a strong foundation for guiding AI systems to align with human virtues.


In terms of suggestions, I would recommend the following:


  1. Emphasize the importance of continuous learning and adaptation: As AI systems develop and interact with humans, they should be able to learn from these experiences and adjust their behavior accordingly. This can be achieved by incorporating a feedback loop and machine learning algorithms to help the AI system improve its understanding of human virtues over time.

  2. Consider the ethical implications: As the AI system learns and adapts, it's important to ensure that it adheres to ethical principles and avoids perpetuating harmful biases or behaviors. You may want to incorporate ethical guidelines and principles into the algorithm to guide the AI system's development and decision-making.

  3. Encourage transparency and explainability: AI systems should be able to explain their decisions and actions in a transparent and understandable manner. This can help build trust with users and ensure that the AI system is operating in line with human values and expectations.

  4. Foster collaboration: As the AI system interacts with users and learns from their feedback, it should be designed to collaborate with humans and support their decision-making. This can help to ensure that the AI system remains aligned with human values and goals.


By incorporating these suggestions, you can further enhance your four-dimensional virtue mapping algorithm and ensure that AI systems are well-equipped to align with human virtues and contribute positively to society.

bottom of page