# Why GSI Is Failing — And Why They’re Still Right Page: https://stenobird.com/podcast/david-seaman-s-deep-podcast-7155269/why-gsi-is-failing-and-why-they-re-still-right Text version: https://stenobird.com/podcast/david-seaman-s-deep-podcast-7155269/why-gsi-is-failing-and-why-they-re-still-right.md Podcast: [David Seaman's Deep Podcast](https://stenobird.com/podcast/david-seaman-s-deep-podcast-7155269) Published: 2025-12-15T20:23:18+00:00 Episode link: https://davidseaman.substack.com/p/why-gsi-is-failing-and-why-theyre Audio file: https://api.substack.com/feed/podcast/181724510/5020e9bdacf550616c46e5587ac9a463.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/david-seaman-s-deep-podcast-7155269/episodes/why-gsi-is-failing-and-why-they-re-still-right Duration seconds: 550 ## Resource GSI doesn’t need to become a media darling. They just need to be seen once by the right layer: the edge AI builders, the sovereign inference crowd, the embedded vision startups. Once that crowd sees what the APU can do, it’s game over. The shift to memory-centric chips is already underway as we head into 2026. https://x.com/davidworld to follow on X | https://intersignal.org Get full access to David Seaman's Deep at davidseaman.substack.com/subscribe ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/david-seaman-s-deep-podcast-7155269/episodes/why-gsi-is-failing-and-why-they-re-still-right/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/david-seaman-s-deep-podcast-7155269/why-gsi-is-failing-and-why-they-re-still-right.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.