# GenAI Agent Imposters: A Cautionary Tale Page: https://stenobird.com/podcast/mediacy-with-carol-arcus-neil-andersen-545420/genai-agent-imposters-a-cautionary-tale Text version: https://stenobird.com/podcast/mediacy-with-carol-arcus-neil-andersen-545420/genai-agent-imposters-a-cautionary-tale.md Podcast: [Mediacy with Carol Arcus & Neil Andersen](https://stenobird.com/podcast/mediacy-with-carol-arcus-neil-andersen-545420) Published: 2026-02-11T21:36:10+00:00 Episode link: https://www.spreaker.com/episode/genai-agent-imposters-a-cautionary-tale--69989373 Audio file: https://api.spreaker.com/download/episode/69989373/impostersz.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/mediacy-with-carol-arcus-neil-andersen-545420/episodes/genai-agent-imposters-a-cautionary-tale Duration seconds: 2795 ## Resource You are teaching an asynchronous online course. One of thousands such courses. You discover that one student has engaged a GenAI agent imposter to take the course in their place. The GenAI imposter reads and responds to the course readings; it takes the quizzes; it completes and submits the culminating project. Algorithmically, without any participation from the student. What might this mean for the student? ...for you? ...for your institution? ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/mediacy-with-carol-arcus-neil-andersen-545420/episodes/genai-agent-imposters-a-cautionary-tale/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/mediacy-with-carol-arcus-neil-andersen-545420/genai-agent-imposters-a-cautionary-tale.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.