# Making AI fair - Do large-scale AIs make societys problems worse Page: https://stenobird.com/podcast/today-magz-7485026/making-ai-fair-do-large-scale-ais-make-societys-problems-worse Text version: https://stenobird.com/podcast/today-magz-7485026/making-ai-fair-do-large-scale-ais-make-societys-problems-worse.md Podcast: [Today Magz](https://stenobird.com/podcast/today-magz-7485026) Published: 2026-06-05T10:02:03+00:00 Episode link: https://www.spreaker.com/episode/making-ai-fair-do-large-scale-ais-make-societys-problems-worse--72365126 Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/72365126/making_ai_fair_do_large_scale_ais_make_societys_problems_worse.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/today-magz-7485026/episodes/making-ai-fair-do-large-scale-ais-make-societys-problems-worse Duration seconds: 528 ## Resource Large-scale artificial intelligence systems frequently make society's existing problems worse. Because these models train on vast amounts of historical data, they inevitably codify, automate, and amplify systemic inequalities, serving as "inequality multipliers" rather than neutral optimization tools. Don’t miss our latest episodes! Please follow me to stay updates with fresh news everyday. Let’s keep the support this podcast to stay updates news everyday. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/today-magz-7485026/episodes/making-ai-fair-do-large-scale-ais-make-societys-problems-worse/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/today-magz-7485026/making-ai-fair-do-large-scale-ais-make-societys-problems-worse.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.