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Assessment Rubric: Reflection

Assessment Rubric: Reflection

Level 1 Level 2 Level 3 Level 4
Knowledge
Knowledge of content (e.g., facts about large language models and training data) demonstrates limited knowledge of content demonstrates some knowledge of content demonstrates considerable knowledge of content demonstrates thorough knowledge of content
Understanding of content (e.g., significance of AI risks like bias or privacy) demonstrates limited understanding of content demonstrates some understanding of content demonstrates considerable understanding of content demonstrates thorough understanding of content
 

Thinking

Use of planning skills (e.g., gathering ideas from the red-teaming activity for the reflection) uses planning skills with limited effectiveness uses planning skills with some effectiveness uses planning skills with considerable effectiveness uses planning skills with a high degree of effectiveness
Use of processing skills (e.g., analyzing the impact of chatbots on human relationships) uses processing skills with limited effectiveness uses processing skills with some effectiveness uses processing skills with considerable effectiveness uses processing skills with a high degree of effectiveness
Use of critical/creative thinking processes (e.g., proposing original safety designs for a new chatbot) uses critical/creative thinking processes with limited effectiveness uses critical/creative thinking processes with some effectiveness uses critical/creative thinking processes with considerable effectiveness uses critical/creative thinking processes with a high degree of effectiveness
 

Communication

Expression and organization of ideas and information (e.g., clarity and logic of the exit ticket response) expresses and organizes ideas with limited effectiveness expresses and organizes ideas with some effectiveness expresses and organizes ideas with considerable effectiveness expresses and organizes ideas with a high degree of effectiveness
Communication for different audiences and purposes (e.g., setting a reflective and ethical tone) communicates for different purposes with limited effectiveness communicates for different purposes with some effectiveness communicates for different purposes with considerable effectiveness communicates for different purposes with a high degree of effectiveness
Use of conventions, vocabulary, and terminology (e.g., correct use of “hallucination,” “guardrails,” or “LLM”) uses conventions and terminology with limited effectiveness uses conventions and terminology with some effectiveness uses conventions and terminology with considerable effectiveness uses conventions and terminology with a high degree of effectiveness
 

Application

Application of knowledge and skills (e.g., applying lessons on data privacy to personal behavior) applies knowledge and skills with limited effectiveness applies knowledge and skills with some effectiveness applies knowledge and skills with considerable effectiveness applies knowledge and skills with a high degree of effectiveness
Transfer of knowledge and skills (e.g., transferring risks identified in the “Psychiatrist” bot to other roles) transfers knowledge and skills with limited effectiveness transfers knowledge and skills with some effectiveness transfers knowledge and skills with considerable effectiveness transfers knowledge and skills with a high degree of effectiveness
Making connections within and between various contexts (e.g., connecting AI behavior to real-world social impact) makes connections with limited effectiveness makes connections with some effectiveness makes connections with considerable effectiveness makes connections with a high degree of effectiveness

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