# UL NO. 471 | STANDARD EDITION: Cyber Standing Down, China's Innovation Burst, PC vs. NPC, Why AI Can't Understand, and more... Page: https://stenobird.com/podcast/unsupervised-learning/ul-no-471-standard-edition-cyber-standing-down-china-s-innovation-burst-pc-vs-npc-why-ai-can-t-understand-and-more Text version: https://stenobird.com/podcast/unsupervised-learning/ul-no-471-standard-edition-cyber-standing-down-china-s-innovation-burst-pc-vs-npc-why-ai-can-t-understand-and-more.md Podcast: [Unsupervised Learning](https://stenobird.com/podcast/unsupervised-learning) Published: 2025-03-09T06:00:00+00:00 Episode link: https://omny.fm/shows/unsupervised-learning/ul-no-471-standard-edition-cyber-standing-down-chi Audio file: https://mgln.ai/e/p5837/pscrb.fm/rss/p/traffic.omny.fm/d/clips/070af456-729b-4a0f-9c09-a6c100397b59/3b159371-276d-429e-ae86-a6c1003b01c4/3f1db5a6-71aa-4d4a-823a-b29b004d1ad6/audio.mp3?utm_source=Podcast&in_playlist=7b61d4e1-bd3d-4d3f-97c2-a6c1003b01c9 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/unsupervised-learning/episodes/ul-no-471-standard-edition-cyber-standing-down-china-s-innovation-burst-pc-vs-npc-why-ai-can-t-understand-and-more Duration seconds: 1540 ## Resource STANDARD EDITION: Cyber Standing Down, China's Innovation Burst, PC vs. NPC, Why AI Can't Understand, and more... You are currently listening to the Standard version of the podcast, consider upgrading and becoming a member for the full version and many other exclusive benefits here: https://newsletter.danielmiessler.com/upgrade 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. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/unsupervised-learning/episodes/ul-no-471-standard-edition-cyber-standing-down-china-s-innovation-burst-pc-vs-npc-why-ai-can-t-understand-and-more/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/unsupervised-learning/ul-no-471-standard-edition-cyber-standing-down-china-s-innovation-burst-pc-vs-npc-why-ai-can-t-understand-and-more.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.