👉 Explanation engineering is a specialized field that focuses on designing, developing, and deploying methods to generate clear, concise, and understandable explanations for complex systems, models, or processes. It involves creating frameworks and tools that facilitate the communication of technical information to diverse audiences, including non-experts, thereby enhancing transparency and trust. This discipline bridges the gap between technical expertise and practical understanding by ensuring that explanations are tailored to the audience's level of knowledge, context, and needs. Key aspects include developing natural language generation techniques, structuring explanations logically, and validating the effectiveness of these explanations through user feedback. Ultimately, explanation engineering aims to democratize access to complex information, making it more accessible and actionable for everyone.
