{"podcast":{"title":"Unsupervised Learning","slug":"unsupervised-learning","podcast_index_feed_id":779530,"rss_url":"https://www.omnycontent.com/d/playlist/070af456-729b-4a0f-9c09-a6c100397b59/3b159371-276d-429e-ae86-a6c1003b01c4/7b61d4e1-bd3d-4d3f-97c2-a6c1003b01c9/podcast.rss","website_url":"https://danielmiessler.com/podcast/","image_url":"https://www.omnycontent.com/d/playlist/070af456-729b-4a0f-9c09-a6c100397b59/3b159371-276d-429e-ae86-a6c1003b01c4/7b61d4e1-bd3d-4d3f-97c2-a6c1003b01c9/image.jpg?t=1622036215&size=Large","author":"Daniel Miessler","episode_count":541,"summary":"Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture—and how best to upgrade ourselves to be ready for what's coming.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/unsupervised-learning"},"episode":{"title":"UL NO. 468 | TELOS Patterns, Apple 0-Day, Gumroad Replaces Developers with AI","slug":"ul-no-468-telos-patterns-apple-0-day-gumroad-replaces-developers-with-ai","published_at":"2025-02-19T19:27:39+00:00","page_url":"https://stenobird.com/podcast/unsupervised-learning/ul-no-468-telos-patterns-apple-0-day-gumroad-replaces-developers-with-ai","show_page_url":"https://stenobird.com/podcast/unsupervised-learning","url":"https://omny.fm/shows/unsupervised-learning/ul-no-468-telos-patterns-apple-0-day-gumroad-repla","audio_url":"https://mgln.ai/e/p5837/pscrb.fm/rss/p/traffic.omny.fm/d/clips/070af456-729b-4a0f-9c09-a6c100397b59/3b159371-276d-429e-ae86-a6c1003b01c4/8c0ea74c-01f1-4882-85b4-b289013d377b/audio.mp3?utm_source=Podcast&in_playlist=7b61d4e1-bd3d-4d3f-97c2-a6c1003b01c9","summary":"Also: A new threat modeling framework for AI, an API security report, and being paralyzed by crisis Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL community at: https://danielmiessler.com/upgrade Follow on X: https://x.com/danielmiessler Follow on LinkedIn: https://www.linkedin.com/in/danielmiessler Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.","meta_description":"Also: A new threat modeling framework for AI, an API security report, and being paralyzed by crisis Subscribe to the newsletter at: https://danielmiessler…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2960,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/unsupervised-learning/episodes/ul-no-468-telos-patterns-apple-0-day-gumroad-replaces-developers-with-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/unsupervised-learning/ul-no-468-telos-patterns-apple-0-day-gumroad-replaces-developers-with-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}