80 min listen
The Four Wars of the AI Stack (Dec 2023 Audio Recap)
The Four Wars of the AI Stack (Dec 2023 Audio Recap)
ratings:
Length:
68 minutes
Released:
Jan 25, 2024
Format:
Podcast episode
Description
For the first time, we are doing an audio version of monthly AI Engineering recap that we publish on Latent Space! This month it’s “The Four Wars of the AI Stack”; you can find the full recap with all the show notes here: https://latent.space/p/dec-2023* [00:00:00] Intro* [00:01:42] The Four Wars of the AI stack: Data quality, GPU rich vs poor, Multimodality, and Rag/Ops war* [00:03:17] Selection process for the four wars and notable mentions* [00:06:58] The end of low background tokens and the impact on data engineering* [00:08:36] The Quality Data Wars (UGC, licensing, synthetic data, and more)* [00:14:51] Synthetic Data* [00:17:49] The GPU Rich/Poors War* [00:18:21] Anyscale benchmark drama* [00:22:00] The math behind Mixtral inference costs* [00:28:48] Transformer alternatives and why they matter* [00:34:40] The Multimodality Wars* [00:38:10] Multiverse vs Metaverse* [00:45:00] The RAG/Ops Wars* [00:50:00] Will frameworks expand up, or will cloud providers expand down?* [00:54:32] Syntax to Semantics* [00:56:41] Outer Loop vs Inner Loop* [00:59:54] Highlight of the month Get full access to Latent Space at www.latent.space/subscribe
Released:
Jan 25, 2024
Format:
Podcast episode
Titles in the series (67)
Segment Anything Model and the Hard Problems of Computer Vision — with Joseph Nelson of Roboflow by Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0