# Statistical Bias: How AI Leaves the Disability Community Behind Page: https://stenobird.com/podcast/disability-empowerment-now-7022910/statistical-bias-how-ai-leaves-the-disability-community-behind Text version: https://stenobird.com/podcast/disability-empowerment-now-7022910/statistical-bias-how-ai-leaves-the-disability-community-behind.md Podcast: [Disability Empowerment Now](https://stenobird.com/podcast/disability-empowerment-now-7022910) Published: 2026-01-20T12:00:00+00:00 Episode link: https://player.amperwavepodcasting.com?feed-link=https%3A%2F%2Frss.amperwave.net%2Fv2%2Fepisode%2F8482496_2026-06-29-224636 Audio file: https://pdcn.co/e/serve.castfire.com/audio/8482496/8482496_2026-06-29-224636.128.mp3?rssID=6585 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/disability-empowerment-now-7022910/episodes/statistical-bias-how-ai-leaves-the-disability-community-behind Duration seconds: 3027 ## Resource Is your smartphone a communication tool or a portable casino? AI consultant Peter Swim joins host Keith Murfee-DeConcini to expose the high cost of "Silicon Valley imagination." Peter breaks down his summer experiment where he consolidated 7,000 AI programs into just 42 megabytes, proving that we don’t need faster hardware—we need better stewardship. They discuss why AI struggles to recognize speech patterns that fall outside the "statistical mean," the environmental debt of every ChatGPT prompt, and the radical act of "downgrading" tech to regain control over your life. This is a must-listen for anyone tired of being the product and ready to start being the user again. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/disability-empowerment-now-7022910/episodes/statistical-bias-how-ai-leaves-the-disability-community-behind/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/disability-empowerment-now-7022910/statistical-bias-how-ai-leaves-the-disability-community-behind.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.