Explicability

Explicability refers to the degree to which something can be explained, understood, or made clear. It describes the quality of being able to be logically analyzed and presented in a comprehensible manner. A high degree of explicability suggests ease of understanding, while low explicability signifies complexity and potential difficulty in grasping the subject matter. It is crucial in various fields like science, law, and artificial intelligence for conveying information clearly and ensuring transparency. The concept emphasizes the clarity and accessibility of the rationale behind a decision, phenomenon, or system, allowing for informed analysis and assessment.

Explicability meaning with examples

• The scientist prioritized the model's explicability to ensure other researchers could easily understand the underlying principles. This transparency was essential for reproducibility and collaborative progress. Complex equations were simplified, and explanations were provided for each parameter, making the research findings accessible to a wider audience and improving the overall impact of the project.
• During the development of the AI system, the team focused on improving the model's explicability. They implemented techniques to identify the factors influencing its decisions. This enhanced transparency helped the engineers to understand the system's behavior and identify potential biases. The result was a trustworthy AI that boosted stakeholder confidence in the system.
• The legal team argued for the law's explicability, claiming its wording clearly outlined the penalties for the specified actions. They felt that the average citizen should be able to interpret the law without needing an attorney. This focus aimed to enhance the justice system's fairness by limiting confusion, reducing disputes, and promoting equal application.
• The professor worked to improve the explicability of complex philosophical concepts by using visual aids. She structured the explanations in a step-by-step manner, starting with simple building blocks. This technique helped the students to understand the material and develop critical thinking skills. The clear presentations were effective for student retention and understanding the deeper context of the subject.