{"podcast":{"title":"This Week in Startups","slug":"this-week-in-startups","podcast_index_feed_id":788244,"rss_url":"https://anchor.fm/s/7c624c84/podcast/rss","website_url":"https://thisweekinstartups.com","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/20768169/20768169-1702529323365-30a5ed5f170b.jpg","author":"Jason Calacanis","episode_count":1419,"summary":"Jason Calacanis covers startups, tech, markets, media, and all the hottest topics in business and technology. He also interviews the world’s greatest founders, operators, investors, and innovators.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/this-week-in-startups"},"episode":{"title":"This Bittensor Subnet Could Cut Drug Discovery Costs in HALF | E2267","slug":"this-bittensor-subnet-could-cut-drug-discovery-costs-in-half-e2267","published_at":"2026-03-26T00:30:13+00:00","page_url":"https://stenobird.com/podcast/this-week-in-startups/this-bittensor-subnet-could-cut-drug-discovery-costs-in-half-e2267","show_page_url":"https://stenobird.com/podcast/this-week-in-startups","url":"https://podcasters.spotify.com/pod/show/thisweekinstartups/episodes/This-Bittensor-Subnet-Could-Cut-Drug-Discovery-Costs-in-HALF--E2267-e3gvsj3","audio_url":"https://anchor.fm/s/7c624c84/podcast/play/117485603/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-2-26%2F420778449-44100-2-219feba0fdaf4.mp3","summary":"Three distinct startups leverage the Bittensor network's decentralized economic engine to solve high-cost problems in drug discovery, creator marketing, and vision AI. The episode explores how subnets enable specialized, scalable innovation across wildly different industries.","meta_description":"Explore how Bittensor subnets are revolutionizing drug discovery, the creator economy, and specialized vision models in this deep dive.","key_points":["Main idea: Bittensor subnets act as decentralized incentive layers for specialized global tasks","Practical takeaway: Metanova uses subnets to run developer competitions that identify promising molecular candidates","Practical takeaway: Bitcast automates brand-creator workflows by using AI to score video engagement","Failure mode: The risk of centralized control in the creator economy is mitigated by decentralized performance-based rewards","Main idea: The future of AI lies in specialized, small-scale models rather than just massive, generic LLMs"],"chapters":[{"start_ms":60000,"title":"The Bittensor Ecosystem","summary":"An introduction to how different subnets utilize the Bittensor network for diverse applications."},{"start_ms":380000,"title":"Understanding Subnet Incentives","summary":"A technical look at how emissions and tokens incentivize work within the network."},{"start_ms":720000,"title":"Accelerating Drug Discovery","summary":"Metanova Labs discusses using decentralized competition to filter molecular candidates and reduce toxicity risks."},{"start_ms":1060000,"title":"The Timeline for AI-Developed Therapies","summary":"A discussion on the clinical reality and timeline for AI-driven drug assets."},{"start_ms":1400000,"title":"Innovation via Competition","summary":"How changing competition formats allows for cross-pollination of new optimization strategies."},{"start_ms":2060000,"title":"Automating the Creator Economy","summary":"Bitcast explains how brands use subnets to generate massive amounts of creator content via automated briefs."},{"start_ms":2710000,"title":"Scaling Vision AI","summary":"Score discusses the development of specialized vision models and the move toward commercial scalability via Manako."}],"topics":["Bittensor","Drug Discovery","Creator Economy","Vision AI","Decentralized Networks","Machine Learning","Subnets","Biotech"],"duration_seconds":4373,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/this-week-in-startups/episodes/this-bittensor-subnet-could-cut-drug-discovery-costs-in-half-e2267/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/this-week-in-startups/this-bittensor-subnet-could-cut-drug-discovery-costs-in-half-e2267.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}