# Why AI Researchers Are Suddenly Obsessed With Whirlpools (Ep. 297) [RB] Page: https://stenobird.com/podcast/data-science-at-home-952409/why-ai-researchers-are-suddenly-obsessed-with-whirlpools-ep-297-rb Text version: https://stenobird.com/podcast/data-science-at-home-952409/why-ai-researchers-are-suddenly-obsessed-with-whirlpools-ep-297-rb.md Podcast: [Data Science at Home](https://stenobird.com/podcast/data-science-at-home-952409) Published: 2026-01-28T16:39:20+00:00 Episode link: https://datascienceathome.podbean.com/e/why-ai-researchers-are-suddenly-obsessed-with-whirlpools-ep-297-rb/ Audio file: https://mcdn.podbean.com/mf/web/qay2haaiskmj3piw/vortexnet-podcast-final.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/data-science-at-home-952409/episodes/why-ai-researchers-are-suddenly-obsessed-with-whirlpools-ep-297-rb Duration seconds: 1995 ## Resource VortexNet uses actual whirlpools to build neural networks. Seriously. By borrowing equations from fluid dynamics, this new architecture might solve deep learning's toughest problems—from vanishing gradients to long-range dependencies. Today we explain how vortex shedding, the Strouhal number, and turbulent flows might change everything in AI. Sponsors This episode is brought to you by Statistical Horizons At Statistical Horizons, you can stay ahead with expert-led livestream seminars that make data analytics and AI methods practical and accessible.Join thousands of researchers and professionals who’ve advanced their careers with Statistical Horizons.Get $200 off any seminar with code DATA25 at https://statisticalhorizons.com References https://samim.io/p/2025-01-18-vortextnet/ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/data-science-at-home-952409/episodes/why-ai-researchers-are-suddenly-obsessed-with-whirlpools-ep-297-rb/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/data-science-at-home-952409/why-ai-researchers-are-suddenly-obsessed-with-whirlpools-ep-297-rb.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.