{"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.fm","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":"Practical AI LLC","episode_count":357,"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":null,"page_url":"https://stenobird.com/podcast/practical-ai"},"episode":{"title":"Are we in an AI bubble?","slug":"are-we-in-an-ai-bubble","published_at":"2025-11-10T14:18:57+00:00","page_url":"https://stenobird.com/podcast/practical-ai/are-we-in-an-ai-bubble","show_page_url":"https://stenobird.com/podcast/practical-ai","url":"https://share.transistor.fm/s/533b0b3f","audio_url":"https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/533b0b3f/ebbf2629.mp3","summary":"The hosts analyze whether current AI investment and deployment represent a speculative bubble or a fundamental industrial shift. They contrast the current landscape with the dot-com era, focusing on real earnings and enterprise utility.","meta_description":"Are we in an AI bubble? Explore the differences between the dot-com crash and today's AI deployment, focusing on earnings, utility, and human impact.","key_points":["Main idea: Current AI growth is supported by real earnings and capital expenditure, unlike the speculative dot-com era","Failure mode: The 'AI' label is being used as a marketing veneer for simple rule-based systems, creating artificial hype","Practical takeaway: Focus on agentic and verticalized applications rather than generic chat interfaces for high-value utility","Risk factor: Over-reliance on AI tools may lead to cognitive degradation and a loss of human capability","Main idea: We may not be in one large bubble, but rather a series of smaller, 'fizzy' micro-bubbles across different sectors"],"chapters":[{"start_ms":260000,"title":"The Bubble Debate","summary":"An introduction to the ongoing debate regarding whether AI deployment signals a lasting transformation or an overhyped cycle."},{"start_ms":725000,"title":"Earnings vs. Speculation","summary":"Analyzing how AI-related stocks are driving S&P 500 returns through actual earnings growth rather than pure speculation."},{"start_ms":1190000,"title":"Comparing Dot-com to AI","summary":"A look at the structural differences in diversification and business fundamentals between the 2000s internet boom and the current AI era."},{"start_ms":1630000,"title":"The Marketing Veneer","summary":"Discussing how the 'AI' label is applied to everything from specialized hardware to simple software wrappers, creating market confusion."},{"start_ms":2075000,"title":"Industrial Application","summary":"Examining how AI is moving beyond chat interfaces into scientific research and deep industrial integration."},{"start_ms":2765000,"title":"The Human Cost","summary":"Reflecting on recent studies regarding the potential for cognitive degradation and dependency caused by AI usage."}],"topics":["Artificial Intelligence","Economic Bubbles","Dot-com Era","Enterprise Software","Machine Learning","Technology Investment","AI Agents","Cognitive Science"],"duration_seconds":2981,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/practical-ai/episodes/are-we-in-an-ai-bubble/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/practical-ai/are-we-in-an-ai-bubble.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}