{"podcast":{"title":"The New Stack Podcast","slug":"the-new-stack-podcast-1092634","podcast_index_feed_id":1092634,"rss_url":"https://feeds.simplecast.com/IgzWks06","website_url":"https://thenewstack.simplecast.com","image_url":"https://image.simplecastcdn.com/images/1425ebfd-95bd-4a66-b963-a0b885c75680/bb688835-10e4-4197-b01f-34221ccb5d38/3000x3000/tns-makers-logo-simplecast.jpg?aid=rss_feed","author":"The New Stack Podcast","episode_count":300,"summary":"The New Stack Podcast is all about the developers, software engineers and operations people who build at-scale architectures that change the way we develop and deploy software. For more content from The New Stack, subscribe on YouTube at: https://www.youtube.com/c/TheNewStack","last_synced_at":"2026-07-08T06:18:52.955116+00:00","page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634"},"episode":{"title":"The next stages of AI conformance in the cloud-native, open-source world","slug":"the-next-stages-of-ai-conformance-in-the-cloud-native-open-source-world","published_at":"2026-04-09T16:30:00+00:00","page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634/the-next-stages-of-ai-conformance-in-the-cloud-native-open-source-world","show_page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634","url":"https://thenewstack.simplecast.com/episodes/the-next-stages-of-ai-conformance-in-the-cloud-native-open-source-world-8YUCToxP","audio_url":"https://cdn.simplecast.com/media/audio/transcoded/317e9dbc-9a52-4da7-9725-c4578874b757/5672b58f-7201-4e0e-b0af-da702259d97f/episodes/audio/group/7954b850-2f7f-4b1a-9e79-a04c26b1f9f0/group-item/3cad732c-d126-42cd-b18c-bcffaeb246e8/128_default_tc.mp3?aid=rss_feed&feed=IgzWks06","summary":"Running AI models on Kubernetes has historically been inconsistent, with workloads behaving differently across cloud providers due to variations in GPUs, networking, and autoscaling. As organizations move AI from experimentation to production, standardization has become critical. In this episode of The New Stack Makers, Jonathan Bryce, Executive Director of The Cloud Native Computing Foundation shared that the Foundation’s Kubernetes AI conformance program aims to solve this by ensuring portability, predictability, and production readiness for AI workloads across environments.","meta_description":"Running AI models on Kubernetes has historically been inconsistent, with workloads behaving differently across cloud providers due to variations in GPUs,…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1500,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-new-stack-podcast-1092634/episodes/the-next-stages-of-ai-conformance-in-the-cloud-native-open-source-world/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634/the-next-stages-of-ai-conformance-in-the-cloud-native-open-source-world.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}