# Memorializing IHL violations in the age of AI: opportunities and risks for transitional justice Page: https://stenobird.com/podcast/icrc-humanitarian-law-and-policy-blog-4241756/memorializing-ihl-violations-in-the-age-of-ai-opportunities-and-risks-for-transitional-justice Text version: https://stenobird.com/podcast/icrc-humanitarian-law-and-policy-blog-4241756/memorializing-ihl-violations-in-the-age-of-ai-opportunities-and-risks-for-transitional-justice.md Podcast: [ICRC Humanitarian Law and Policy Blog](https://stenobird.com/podcast/icrc-humanitarian-law-and-policy-blog-4241756) Published: 2026-07-23T00:00:00+00:00 Episode link: https://soundcloud.com/icrc-lawandpolicy-blog/memorializing-ihl-violations Audio file: https://feeds.soundcloud.com/stream/2365764914-icrc-lawandpolicy-blog-memorializing-ihl-violations.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/icrc-humanitarian-law-and-policy-blog-4241756/episodes/memorializing-ihl-violations-in-the-age-of-ai-opportunities-and-risks-for-transitional-justice Duration seconds: 1057 ## Resource Memorialization, one of the five pillars of transitional justice, plays a vital role in preserving the memory of international humanitarian law (IHL) violations and gross human rights violations, supporting accountability, and preventing recurrence. Building an accurate and inclusive collective memory of past atrocities is a resource-intensive process, fraught with challenges ranging from limited access to archives and conflict zones to the risk that dominant narratives overshadow marginalized voices. Artificial intelligence (AI) and data-driven technologies are increasingly used to ease these burdens, from cross-referencing dispersed records to expanding public access to memorialization projects. In this post, Paola Forgione and Megah Bintang Mahadinah examine the opportunities and risks that AI presents for memorialization processes. The authors argue that while AI can accelerate documentation and broaden the reach of memorialization efforts, it cannot substitute for the human judgement, empathy, and contextual understanding that transitional justice ultimately depends on. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/icrc-humanitarian-law-and-policy-blog-4241756/episodes/memorializing-ihl-violations-in-the-age-of-ai-opportunities-and-risks-for-transitional-justice/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/icrc-humanitarian-law-and-policy-blog-4241756/memorializing-ihl-violations-in-the-age-of-ai-opportunities-and-risks-for-transitional-justice.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.