{"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":"AI Judges YOU: Uncover the Bias in Algorithmic Trust","slug":"ai-judges-you-uncover-the-bias-in-algorithmic-trust","published_at":"2026-04-18T07:01:10+00:00","page_url":"https://stenobird.com/podcast/ai-with-shaily-7095384/ai-judges-you-uncover-the-bias-in-algorithmic-trust","show_page_url":"https://stenobird.com/podcast/ai-with-shaily-7095384","url":"https://soundcloud.com/shailendra-kumaar/ai-judges-you-uncover-the-bias","audio_url":"https://feeds.soundcloud.com/stream/2304774623-shailendra-kumaar-ai-judges-you-uncover-the-bias.mp3","summary":"AI models are moving beyond data processing to actively judging human trustworthiness and character. This episode explores how algorithmic judgment lacks human nuance and amplifies systemic biases.","meta_description":"Learn how AI forms rigid opinions on human integrity and how to navigate algorithmic bias in hiring and finance.","key_points":["Main idea: AI models form extreme, rigid opinions on human trustworthiness based on analyzed data patterns","Failure mode: Algorithmic judgment lacks the human 'safety net' of nuance, often being too literal to allow for second chances","Risk factor: AI-driven trust is prone to amplifying systemic biases regarding age, religion, and gender","Practical takeaway: When interacting with AI recruiters or financial tools, be explicit and structured about your integrity","Practical takeaway: Avoid relying on 'vibes' or subtext; ensure your positive traits are presented as clear, independent data points"],"chapters":[{"start_ms":0,"title":"The Shift from Data to Judgment","summary":"An introduction to how AI is transitioning from processing information to evaluating human character in high-stakes scenarios."},{"start_ms":10000,"title":"The Reality of Algorithmic Trust","summary":"Analysis of research showing how AI forms rigid, often biased, opinions on human trustworthiness."},{"start_ms":50000,"title":"The Absence of Human Nuance","summary":"Why AI models lack the 'gut feeling' and empathy required to provide humans with the benefit of the doubt."},{"start_ms":80000,"title":"Strategies for AI Interaction","summary":"Actionable advice on how to communicate benevolence and integrity to automated systems."},{"start_ms":110000,"title":"The Future of Programmed Trust","summary":"Reflecting on a world where trust is increasingly defined by programmed algorithms."}],"topics":["Algorithmic Bias","Artificial Intelligence","Machine Learning","Automated Decision Making","Digital Trust","AI Ethics","Algorithmic Accountability"],"duration_seconds":140,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-with-shaily-7095384/episodes/ai-judges-you-uncover-the-bias-in-algorithmic-trust/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/ai-judges-you-uncover-the-bias-in-algorithmic-trust.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}