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Emergency Pod: OpenAI's new Functions API, 75% Price Drop, 4x Context Length (w/ Alex Volkov, Simon Willison, Riley Goodside, Joshua Lochner, Stefania Druga, Eric Elliott, Mayo Oshin et al)

…tension that I feel, you know, I'm sort of halfway between the retrieval augmented generation world, which is kind of like V1 of whatever people I've been building with lms, and then V2 of it has been the agent world. [00:53:09] I feel this…

Podcast · Riley Goodside, Latent.Space, Simon Willison, Alex Volkov · 2023-06-14
PodcastRiley Goodside, Latent.Space, Simon Willison, Alex Volkov2023-06-14
Building the Foundation Model Ops Platform — with Raza Habib of Humanloop

…Yeah, chat PDF doing super well. Once RAG started working, like retrieval augmented generation, there was that. But since then, as people are more problem driven. And they're like trying to say, okay, how can we use this? We see a much…

Podcast · Raza Habib, Latent.Space · 2023-09-29
PodcastRaza Habib, Latent.Space2023-09-29
Presenting the AI Engineer World's Fair — with Sam Schillace, Deputy CTO of Microsoft

…we have nine tracks. So we have multimodality. We have retrieval augmented generation. Featuring LLM frameworks and vector databases, evals and LLM ops, open source models, code gen and dev tools, GPUs and inference, AI agent applications, …

Podcast · Latent.Space · 2024-03-29
PodcastLatent.Space2024-03-29
Efficiency is Coming: 3000x Faster, Cheaper, Better AI Inference from Hardware Improvements, Quantization, and Synthetic Data Distillation

…the cognitive abilities that we discussed with LLMs, which is a retrieval augmented generation has large language model. [00:42:59] Nyla Worker: To converse, uh, we have a text to speech, automatic speech recognition. We're working on…

Podcast · Latent.Space · 2024-09-03
PodcastLatent.Space2024-09-03
AGI is Being Achieved Incrementally (OpenAI DevDay w/ Simon Willison, Alex Volkov, Jim Fan, Raza Habib, Shreya Rajpal, Rahul Ligma, et al)

…it the retriever, which basically does, it does RAG, it does retrieval augmented generation against the content you've uploaded, but Code Interpreter also has access to the files that you've uploaded, and those are both in the same bucket, …

Podcast · Raza Habib, Latent.Space, Rahul Sonwalkar, Simon Willison, Alex Volkov · 2023-11-08
PodcastRaza Habib, Latent.Space, Rahul Sonwalkar, Simon Willison, Alex Volkov2023-11-08
The End of Finetuning — with Jeremy Howard of Fast.ai

…area. So today's zero shot, few shot learning equivalent is retrieval augmented generation, you know, RAC, which is like, just like few shot learning is a thing. Like it's a real thing. It's a useful thing. It's not a thing anybody would…

Podcast · Latent.Space · 2023-10-19
PodcastLatent.Space2023-10-19
Latent Space Chats: NLW (Four Wars, GPT5), Josh Albrecht/Ali Rohde (TNAI), Dylan Patel/Semianalysis (Groq), Milind Naphade (Nvidia GTC), Personal AI (ft. Harrison Chase — LangFriend/LangMem)

…an intense hatred for RAG. [01:50:11] Dylan Patel: Right, like retrieval augmented generation is, is, is like the most like, I just have an intense like innate hatred for it. Wait, wait, you retweeted me [01:50:18] swyx + Josh Albrecht:…

Podcast · Latent.Space · 2024-04-06
PodcastLatent.Space2024-04-06
Top 5 Research Trends + OpenAI Sora, Google Gemini, Groq Math (Jan-Feb 2024 Audio Recap) + Latent Space Anniversary with Lindy.ai, RWKV, Pixee, Julius.ai, Listener Q&A!

…different paradigm for, for text generation, reasoning, plan generation if we can get diffusion to work. [00:23:51] swyx: For text. And then the second one is Dowie Aquila's contextual AI, which is working on retrieval augmented language…

Podcast · Latent.Space · 2024-03-09
PodcastLatent.Space2024-03-09
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