# AI-Mediated Learning Interactions Profile An xAPI Profile defining vocabulary, statement patterns, and activity types for recording generative AI-mediated learning interactions. Developed in support of ISO/IEC JTC1 SC36 PWI 26254 and aligned with the IEEE TLA ecosystem. ## Profile Details | Property | Value | | --- | --- | | **ID** | `https://tlatoolbox.com/profiles/ai-mediated-interactions` | | **See Also** | https://tlatoolbox.com/profiles/ai-mediated-interactions/about | | **Status** | draft | | **Version** | 0.1.0 | ## Author **inXsol LLC / TLA Toolbox** - Website: https://tlatoolbox.com ## Concepts ### prompted **Type:** Verb **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/prompted` Indicates the learner submitted a prompt or query to a generative AI system during a learning activity. ### received AI response **Type:** Verb **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/received-ai-response` Indicates the learner received a response from a generative AI system during a learning activity. ### incorporated AI output **Type:** Verb **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/incorporated-ai-output` Indicates the learner used or incorporated output from a generative AI system into their work, submission, or assessment response. ### requested AI scaffolding **Type:** Verb **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/requested-ai-scaffold` Indicates the learner explicitly requested instructional scaffolding, hints, or guided assistance from a generative AI system. ### submitted with AI assistance **Type:** Verb **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-with-ai-assistance` Indicates the learner submitted work for assessment in which generative AI assistance was used during the session. ### submitted independently **Type:** Verb **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-independently` Indicates the learner submitted work for assessment with no generative AI assistance used during the session. Enables explicit provenance assertion of independent work. ### AI Interaction Session **Type:** ActivityType **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-interaction-session` A bounded session of one or more exchanges between a learner and a generative AI system within a learning context. Groups individual prompt-response exchanges for session-level analytics. ### AI Exchange **Type:** ActivityType **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-exchange` A single prompt-response turn between a learner and a generative AI system. ### AI-Assisted Assessment **Type:** ActivityType **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-assisted-assessment` An assessment activity in which the learner had access to or used generative AI assistance. Used to type the object of submission statements for institutional analytics and governance. ### AI Platform **Type:** ContextExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-platform` Identifies the generative AI platform used in the interaction (e.g., ChatGPT, Gemini, Claude, Copilot). ### AI Model Version **Type:** ContextExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-model-version` Identifies the specific model version of the generative AI used (e.g., gpt-4o, gemini-1.5-pro). ### AI Session ID **Type:** ContextExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-session-id` A UUID linking all xAPI statements belonging to a single AI interaction session. Enables correlation of prompt, response, and submission statements for provenance analysis. ### AI Interaction Type **Type:** ContextExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/interaction-type` Classifies the nature of the AI interaction. Allowed values: prompt-response, scaffolding, feedback, generation, clarification. ### Prompt Count **Type:** ContextExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/prompt-count` The number of prompts submitted to the generative AI system within the session. Relevant for analytics on AI reliance and scaffolding depth. ### AI Assistance Level **Type:** ResultExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-assistance-level` A normalized value (0.0–1.0) representing the degree of AI assistance used relative to the learner's independent work. 0.0 = fully independent, 1.0 = fully AI-generated. Intended for use in competency assertion provenance via RAP. ### AI Output Incorporated **Type:** ContextExtension **ID:** `https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/output-incorporated` Boolean flag indicating whether the learner incorporated AI-generated output into their submitted work or assessment response. ## Statement Templates ### Learner Prompted AI Template for a statement recording a learner submitting a prompt to a generative AI system. **Verb:** https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/prompted ### Learner Received AI Response Template for a statement recording a learner receiving a response from a generative AI system. **Verb:** https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/received-ai-response ### Submitted with AI Assistance Template for a statement recording a learner submitting assessed work in which generative AI assistance was used. Core provenance statement for institutional governance. **Verb:** https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-with-ai-assistance ### Submitted Independently Template for a statement asserting a learner submitted assessed work with no AI assistance. Enables explicit independent work provenance for competency assertion via RAP. **Verb:** https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-independently ## Patterns ### AI-Assisted Submission Pattern The core provenance chain: learner prompts AI one or more times, receives responses, then submits work with AI assistance declared. Links AI interaction session to assessed submission. ### Prompt-Response Exchange A single prompt-response turn: learner prompted followed by learner received AI response. ### Independent Submission Pattern Learner submits assessed work with explicit declaration of no AI assistance. Supports clean competency assertion provenance via RAP. ### Scaffolded Then Submitted Pattern Learner attempts work independently, seeks AI scaffolding assistance, then submits with AI assistance declared. Captures escalating assistance pattern relevant to academic integrity and learning analytics. --- *Generated from TLA Toolbox on 4/5/2026*