{"podcast":{"title":"AI with Shaily","slug":"ai-with-shaily-7095384","podcast_index_feed_id":7095384,"rss_url":"https://feeds.soundcloud.com/users/soundcloud:users:1440240716/sounds.rss","website_url":"https://soundcloud.com/shailendra-kumaar","image_url":"https://i1.sndcdn.com/avatars-QtCJVSaAEQz6AMyk-Bt4eHQ-original.jpg","author":"Shailendra Kumar","episode_count":500,"summary":"Unlock the secrets of data mastery with Shailendr…","last_synced_at":"2026-06-13T14:22:02.709337+00:00","page_url":"https://stenobird.com/podcast/ai-with-shaily-7095384"},"episode":{"title":"The UK Border AI Error That Changes Lives Forever","slug":"the-uk-border-ai-error-that-changes-lives-forever","published_at":"2026-06-12T09:08:00+00:00","page_url":"https://stenobird.com/podcast/ai-with-shaily-7095384/the-uk-border-ai-error-that-changes-lives-forever","show_page_url":"https://stenobird.com/podcast/ai-with-shaily-7095384","url":"https://soundcloud.com/shailendra-kumaar/the-uk-border-ai-error-that","audio_url":"https://feeds.soundcloud.com/stream/2337983219-shailendra-kumaar-the-uk-border-ai-error-that.mp3","summary":"Could a flawed algorithm falsely accuse a child of being an adult? 😮 Host Shailendra Kumar breaks down the UK Home Office's controversial new AI facial age estimation tech and the devastating real-world human cost of biometric bias. ⚖️ Discover why context is everything when measuring AI accuracy and why we need human empathy back in the system. 🎧 Love this episode? Follow us and share your thoughts in the comments!","meta_description":"Could a flawed algorithm falsely accuse a child of being an adult? 😮 Host Shailendra Kumar breaks down the UK Home Office's controversial new AI facial ag…","key_points":[],"chapters":[],"topics":[],"duration_seconds":125,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-with-shaily-7095384/episodes/the-uk-border-ai-error-that-changes-lives-forever/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/ai-with-shaily-7095384/the-uk-border-ai-error-that-changes-lives-forever.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}