# Episode 31 -Reimagining Justice: Renee Cummings on Algorithms, Data Activism, and Youth Empowerment Page: https://stenobird.com/podcast/juvenile-justice-what-i-know-now-6681935/episode-31-reimagining-justice-renee-cummings-on-algorithms-data-activism-and-youth-empowerment Text version: https://stenobird.com/podcast/juvenile-justice-what-i-know-now-6681935/episode-31-reimagining-justice-renee-cummings-on-algorithms-data-activism-and-youth-empowerment.md Podcast: [Juvenile Justice || What I Know Now](https://stenobird.com/podcast/juvenile-justice-what-i-know-now-6681935) Published: 2026-02-24T16:07:50+00:00 Episode link: https://podcasters.spotify.com/pod/show/what-i-know-now/episodes/Episode-31--Reimagining-Justice-Renee-Cummings-on-Algorithms--Data-Activism--and-Youth-Empowerment-e3fhupa Audio file: https://anchor.fm/s/eba9e840/podcast/play/115980522/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-1-24%2F418737628-44100-2-57346c7d72b89.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/juvenile-justice-what-i-know-now-6681935/episodes/episode-31-reimagining-justice-renee-cummings-on-algorithms-data-activism-and-youth-empowerment Duration seconds: 2446 ## Resource What happens when artificial intelligence meets the world of justice and youth reform? In this thought-provoking episode, host Cole Williams welcomes renowned criminologist and data activist Renee Cummings for a deep dive into the intersection of technology, civil rights, and justice for young people. Together, they explore the power—and dangers—of data and algorithms in shaping identities, opportunities, and futures. From the history of predictive policing to the untapped potential of AI for rehabilitation and reentry, Renee Cummings breaks down complex issues like data justice, algorithmic bias, and the importance of imagination as a tool for change. The conversation covers everything from practical advice for parents and young people navigating social media to radical ideas for rethinking prisons and using tech for immersive, trauma-informed interventions. Whether you’re a mentor, nonprofit leader, parent, or just curious about technology’s growing impact on society, this episode is packed with must-know insights on ethical technology, civil liberties, and what real justice reform could look like for our most vulnerable communities. Tune in for powerful stories, practical takeaways, and a forward-thinking vision for justice in the AI age. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/juvenile-justice-what-i-know-now-6681935/episodes/episode-31-reimagining-justice-renee-cummings-on-algorithms-data-activism-and-youth-empowerment/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/juvenile-justice-what-i-know-now-6681935/episode-31-reimagining-justice-renee-cummings-on-algorithms-data-activism-and-youth-empowerment.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.