# Fixing AI’s Bottlenecks: Memory, Scale, and Sparsity Page: https://stenobird.com/podcast/ee-times-current-709434/fixing-ai-s-bottlenecks-memory-scale-and-sparsity Text version: https://stenobird.com/podcast/ee-times-current-709434/fixing-ai-s-bottlenecks-memory-scale-and-sparsity.md Podcast: [EE Times Current](https://stenobird.com/podcast/ee-times-current-709434) Published: 2026-04-23T15:55:00+00:00 Episode link: https://podcast.show/aspencore/episode/153831128/ Audio file: https://media.blubrry.com/aspencore/content.blubrry.com/aspencore/AspenCore_EETC_B_MEP38_AtomsToBits_041726.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/ee-times-current-709434/episodes/fixing-ai-s-bottlenecks-memory-scale-and-sparsity Duration seconds: 3519 ## Resource This latest episode of Brains and Machines features a panel discussion on neuromorphic engineering and physical computing held at the Atoms to Bits: The AlphaBet of Intelligence v2.0 conference at the University of Manchester, held in February 2026. The panelists were Dr. Damien Querlioz , Dr. Julian Büchel , Professor Tamalika Banerjee , Dr. Maxence Ernoult , and Professor Steve Furber , and the session was chaired by Dr. Sunny Bains of University College London. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns Hopkins University. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/ee-times-current-709434/episodes/fixing-ai-s-bottlenecks-memory-scale-and-sparsity/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/ee-times-current-709434/fixing-ai-s-bottlenecks-memory-scale-and-sparsity.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.