# The Erasure Paradox: Can AI Safely Unlearn Dangerous Concepts? Page: https://stenobird.com/podcast/ai-with-shaily-7095384/the-erasure-paradox-can-ai-safely-unlearn-dangerous-concepts Text version: https://stenobird.com/podcast/ai-with-shaily-7095384/the-erasure-paradox-can-ai-safely-unlearn-dangerous-concepts.md Podcast: [AI with Shaily](https://stenobird.com/podcast/ai-with-shaily-7095384) Published: 2026-07-21T07:02:38+00:00 Episode link: https://soundcloud.com/shailendra-kumaar/the-erasure-paradox-can-ai Audio file: https://feeds.soundcloud.com/stream/2365035113-shailendra-kumaar-the-erasure-paradox-can-ai.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/ai-with-shaily-7095384/episodes/the-erasure-paradox-can-ai-safely-unlearn-dangerous-concepts Duration seconds: 203 ## Resource Have you ever wondered if an AI can unlearn danger without breaking its brain? 🧠 In this episode, Shailendraa Kumar explores the Erasure Paradox, Concept Shifting, and the futuristic rise of Machine Unlearning. Discover how developers are trying to hard-code a moral compass into silicon itself to make safer systems. 🚀 Learn the next big career pivot in tech and drop your thoughts in the comments! 👇 ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/ai-with-shaily-7095384/episodes/the-erasure-paradox-can-ai-safely-unlearn-dangerous-concepts/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/ai-with-shaily-7095384/the-erasure-paradox-can-ai-safely-unlearn-dangerous-concepts.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.