# How to Become an Algorithmic Problem Page: https://stenobird.com/podcast/the-tech-policy-press-podcast-1378134/how-to-become-an-algorithmic-problem Text version: https://stenobird.com/podcast/the-tech-policy-press-podcast-1378134/how-to-become-an-algorithmic-problem.md Podcast: [The Tech Policy Press Podcast](https://stenobird.com/podcast/the-tech-policy-press-podcast-1378134) Published: 2026-02-22T13:00:00+00:00 Episode link: https://techpolicy.press/how-to-become-an-algorithmic-problem Audio file: https://episodes.captivate.fm/episode/6d60f8e3-cb6e-4af5-a9f9-c3d38283661a.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-tech-policy-press-podcast-1378134/episodes/how-to-become-an-algorithmic-problem Duration seconds: 2794 ## Resource As AI technologies proliferate, a growing number of people are asking what it means to live in a world dominated by algorithms and automated systems—and what gets lost when those systems optimize human behavior at scale. These questions sit at the intersection of political theory, technology policy, and everyday life, and they are drawing scholars from fields well outside computer science into the conversation. José Marichal is a political scientist at California Lutheran University who has been writing and teaching about technology and politics for more than two decades. Marichal's new book, You Must Become an Algorithmic Problem: Renegotiating the Socio-Technical Contract , considers the age of recommendation systems and large language models. Drawing on political philosophy, he argues that individuals have entered into an implicit bargain with technology companies, trading unpredictability and novelty for the convenience of algorithmically curated experience. The consequences of that bargain, he contends, reach beyond personal preference and into the foundations of liberal democratic citizenship. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-tech-policy-press-podcast-1378134/episodes/how-to-become-an-algorithmic-problem/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-tech-policy-press-podcast-1378134/how-to-become-an-algorithmic-problem.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.