{"podcast":{"title":"Milk Road Stocks","slug":"milk-road-ai-7580602","podcast_index_feed_id":7580602,"rss_url":"https://anchor.fm/s/10b7d3d70/podcast/rss","website_url":"https://link.milkroad.com/pod-ai","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/44777244/44777244-1787158229434-efcde50e8567f.jpg","author":"Milk Road","episode_count":125,"summary":"The world is about to change and the biggest investment opportunities of the decade are here. Our job is to find them. 5 episodes a week with the investors, analysts, and builders shaping the next great financial market, and what it all means for your portfolio. 🎯We called Micron (217%), Bloom (130%), Hyperliquid (55%), and Galaxy (37%) before their big runs. Want to see what we’re buying next? Join Milk Road PRO for just $1: https://milkroad.com/pro/?utm_medium=audio&utm_source=podcast_stocks&utm_campaign=biolink","last_synced_at":"2026-09-25T04:21:56.210250+00:00","page_url":"https://stenobird.com/podcast/milk-road-ai-7580602"},"episode":{"title":"“We're Running Out of AI Memory”: Melvin's Top 4 Stocks to Buy","slug":"we-re-running-out-of-ai-memory-melvin-s-top-4-stocks-to-buy","published_at":"2026-08-27T13:30:00+00:00","page_url":"https://stenobird.com/podcast/milk-road-ai-7580602/we-re-running-out-of-ai-memory-melvin-s-top-4-stocks-to-buy","show_page_url":"https://stenobird.com/podcast/milk-road-ai-7580602","url":"https://podcasters.spotify.com/pod/show/milk-road-radio15/episodes/Were-Running-Out-of-AI-Memory-Melvins-Top-4-Stocks-to-Buy-e3nvd8b","audio_url":"https://anchor.fm/s/10b7d3d70/podcast/play/124809931/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-7-27%2F430645867-44100-2-4eee9920abb2a.mp3","summary":"The AI boom is creating massive bottlenecks across compute, memory, networking, and power, and Melvin believes the companies solving these shortages could be some of the biggest winners of the next decade. In this episode, Melvin breaks down his AI investment portfolio and reveals four of his highest-conviction stocks: Nebius (NBIS), Micron (MU), NVIDIA (NVDA), and Oracle (ORCL). He explains why Nebius remains his largest position, why the global AI memory shortage could continue benefiting Micron, and why NVIDIA’s opportunity is expanding far beyond GPUs as AI inference and agents drive explosive demand for compute. ~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠🎯 Our analysts called Micron (+217%), Nebius (+146%), and Bloom Energy (+130%). See what they’re buying next with Milk Road PRO - now 33% OFF!⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠ ~~~~~ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ 🌐 Scale your payment business across Asia with Saber.money: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ~~~~~ ✊ Follow Milk Road on Social Media: 👉 Twitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://x.com/MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ 👉 YouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/@MilkRoadAI⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ 👉 Spotify: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/spotify-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ 👉 Apple Podcast: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://link.milkroad.com/applepod-mr-ai⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ~~~~~ 🎙 GUEST INFO 🎙 Melvin: ⁠⁠⁠⁠⁠⁠https://x.com/M…","meta_description":"The AI boom is creating massive bottlenecks across compute, memory, networking, and power, and Melvin believes the companies solving these shortages could…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2082,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/milk-road-ai-7580602/episodes/we-re-running-out-of-ai-memory-melvin-s-top-4-stocks-to-buy/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/milk-road-ai-7580602/we-re-running-out-of-ai-memory-melvin-s-top-4-stocks-to-buy.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}