{"podcast":{"title":"Machine Learning Street Talk (MLST)","slug":"machine-learning-street-talk","podcast_index_feed_id":781643,"rss_url":"https://anchor.fm/s/1e4a0eac/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/machinelearningstreettalk","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/4981699/4981699-1757416025703-f026fa81b6d04.jpg","author":"Machine Learning Street Talk (MLST)","episode_count":250,"summary":"Welcome! We engage in fascinating discussions with pre-eminent figures in the AI field. Our flagship show covers current affairs in AI, cognitive science, neuroscience and philosophy of mind with in-depth analysis. Our approach is unrivalled in terms of scope and rigour – we believe in intellectual diversity in AI, and we touch on all of the main ideas in the field with the hype surgically removed. MLST is run by Tim Scarfe, Ph.D (https://www.linkedin.com/in/ecsquizor/) and features regular appearances from MIT Doctor of Philosophy Keith Duggar (https://www.linkedin.com/in/dr-keith-duggar/).","last_synced_at":null,"page_url":"https://stenobird.com/podcast/machine-learning-street-talk"},"episode":{"title":"The Secret Engine of AI - Prolific [Sponsored] (Sara Saab, Enzo Blindow)","slug":"the-secret-engine-of-ai-prolific-sponsored-sara-saab-enzo-blindow","published_at":"2025-10-18T14:23:27+00:00","page_url":"https://stenobird.com/podcast/machine-learning-street-talk/the-secret-engine-of-ai-prolific-sponsored-sara-saab-enzo-blindow","show_page_url":"https://stenobird.com/podcast/machine-learning-street-talk","url":"https://podcasters.spotify.com/pod/show/machinelearningstreettalk/episodes/The-Secret-Engine-of-AI---Prolific-Sponsored-Sara-Saab--Enzo-Blindow-e39msv5","audio_url":"https://anchor.fm/s/1e4a0eac/podcast/play/109851045/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-9-18%2F409496718-44100-2-9497dd37cc303.mp3","summary":"This episode covers Sara Saab, Product, Enzo Blindow, Data, and Prolific. It also touches on SPONSOR, Fund, and Oct SF.","meta_description":"The Secret Engine of AI - Prolific [Sponsored] (Sara Saab, Enzo Blindow): Sara Saab, Product, Enzo Blindow, Data, Prolific","key_points":["The episode discusses Sara Saab","The episode discusses Product","The episode discusses Enzo Blindow","The episode discusses Data","The episode discusses Prolific","The episode discusses SPONSOR"],"chapters":[{"start_ms":0,"title":"Models","summary":"Discussion of Models, Already, and LMs."},{"start_ms":796666,"title":"Although","summary":"Discussion of Although, Andy, and I'm."},{"start_ms":1593332,"title":"But","summary":"Discussion of But, Them, and Because."},{"start_ms":2389998,"title":"There","summary":"Discussion of There, That's, and And."},{"start_ms":3186664,"title":"And","summary":"Discussion of And, But, and Like."},{"start_ms":3983330,"title":"But","summary":"Discussion of But, And, and Where."}],"topics":["Sara Saab","Product","Enzo Blindow","Data","Prolific","SPONSOR","Fund","Oct SF","Models","Already"],"duration_seconds":4779,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/machine-learning-street-talk/episodes/the-secret-engine-of-ai-prolific-sponsored-sara-saab-enzo-blindow/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/machine-learning-street-talk/the-secret-engine-of-ai-prolific-sponsored-sara-saab-enzo-blindow.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}