{"podcast":{"title":"Practical AI","slug":"practical-ai","podcast_index_feed_id":444526,"rss_url":"https://feeds.transistor.fm/practical-ai-machine-learning-data-science-llm","website_url":"https://practicalai.show/","image_url":"https://img.transistorcdn.com/WMlp2ug34XB6LDJ3-vnzti_-_y144LUlFW0Xzzn3fss/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8wMTZi/ZWJmNWIwNDdmYTcw/NGJjMTExZjNjZmYy/M2ZjNS5wbmc.jpg","author":"Daniel Whitenack and Chris Benson","episode_count":368,"summary":"Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!","last_synced_at":"2026-08-02T15:06:44.156849+00:00","page_url":"https://stenobird.com/podcast/practical-ai"},"episode":{"title":"Surviving the New Economics of a Post-Agentic World","slug":"surviving-the-new-economics-of-a-post-agentic-world","published_at":"2026-07-23T09:00:00+00:00","page_url":"https://stenobird.com/podcast/practical-ai/surviving-the-new-economics-of-a-post-agentic-world","show_page_url":"https://stenobird.com/podcast/practical-ai","url":"https://share.transistor.fm/s/8a2e4fc0","audio_url":"https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/8a2e4fc0/e08735dd.mp3","summary":"The shift from personal AI assistants to long-lived, cloud-based agents is fundamentally altering enterprise economics. As agents begin to manage other agents, traditional software moats and labor models are becoming obsolete.","meta_description":"Explore the economic implications of the post-agentic world, from eroding enterprise software moats to the changing value of human labor and capital.","key_points":["Main idea: The transition to cloud-based, long-lived agents creates a massive shift in cost structures compared to local, self-hosted models","Economic threat: Traditional enterprise software companies face obsolescence as agentic workflows bypass legacy platform capabilities","Failure mode: Relying on old software roles or static business models is a losing strategy in an era of abundant digital labor","Practical takeaway: Organizations must focus on outcome-oriented engineering and loop-based architectures rather than just individual tool deployment","Emergent trend: The rise of agentic ecosystems is driving a massive reallocation of capital from traditional services to AI infrastructure"],"chapters":[{"start_ms":60000,"title":"Introduction","summary":"Hosts Daniel and Chris discuss the shift toward unscripted, deep-dive discussions on emerging AI trends."},{"start_ms":240000,"title":"Defining the Post-Agentic World","summary":"An exploration of how the transition from personal assistants to autonomous cloud agents changes the economic landscape."},{"start_ms":360000,"title":"The Erosion of Enterprise Moats","summary":"How agentic implementations threaten the value proposition of established enterprise software giants like IBM."},{"start_ms":540000,"title":"Geopolitics and Capital Expenditure","summary":"The impact of hardware restrictions, US-China competition, and shifting capital expenditures on the AI industry."},{"start_ms":1020000,"title":"The Economics of API vs. Self-Hosted","summary":"Analyzing the cost-benefit trade-offs between pay-as-you-go API endpoints and localized model deployment for agents."},{"start_ms":1320000,"title":"The Shift to Agentic Architectures","summary":"Moving from simple tool usage to complex, multi-agent loops and the impact on software functionality."},{"start_ms":1800000,"title":"Emergent Behavior and Consciousness","summary":"A philosophical look at whether functional outcomes in models can be considered a form of emergent intelligence."}],"topics":["AI Agents","Enterprise Software","Digital Labor","Cloud Computing","Economic Transformation","Machine Intelligence","Automation Economics","Software Engineering"],"duration_seconds":2136,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/practical-ai/episodes/surviving-the-new-economics-of-a-post-agentic-world/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/practical-ai/surviving-the-new-economics-of-a-post-agentic-world.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}