# Justice in the Machine: AI Accountability and Due Process [Episode-35] Page: https://stenobird.com/podcast/the-ai-edge-daily-7851444/justice-in-the-machine-ai-accountability-and-due-process-episode-35 Text version: https://stenobird.com/podcast/the-ai-edge-daily-7851444/justice-in-the-machine-ai-accountability-and-due-process-episode-35.md Podcast: [The AI Edge Daily](https://stenobird.com/podcast/the-ai-edge-daily-7851444) Published: 2026-07-12T04:55:53+00:00 Episode link: https://shows.acast.com/the-ai-edge-daily/episodes/6a531e5ad2dde6b09a7dd8fc Audio file: https://sphinx.acast.com/p/open/s/69fc41fd669475c1079ad214/e/6a531e5ad2dde6b09a7dd8fc/media.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-ai-edge-daily-7851444/episodes/justice-in-the-machine-ai-accountability-and-due-process-episode-35 Duration seconds: 1194 ## Resource This episode examines the growing role of artificial intelligence in the criminal justice system and the ethical challenges that accompany its adoption. Learn how AI-powered tools such as predictive policing, risk assessment, and sentencing algorithms can improve efficiency while also raising serious concerns about bias, transparency, accountability, and due process. The discussion explores the "black box" problem, where opaque AI decisions make it difficult for defendants to understand or challenge legal outcomes, potentially affecting the right to a fair trial. Discover why independent audits, explainable AI, regulatory oversight, and human-centered governance are essential to ensuring that technological innovation strengthens—rather than undermines—justice, equality, and public trust. Hosted on Acast. See acast.com/privacy for more information. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-ai-edge-daily-7851444/episodes/justice-in-the-machine-ai-accountability-and-due-process-episode-35/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-ai-edge-daily-7851444/justice-in-the-machine-ai-accountability-and-due-process-episode-35.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.