Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0 cover image

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0

Latest episodes

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Nov 15, 2024 • 1h 10min

Agents @ Work: Lindy.ai

Flo Crivello, founder of Lindy.ai and former Uber tech specialist, shares insights on transforming AI workflows. He discusses the evolution from Lindy 1.0's complex interfaces to the user-friendly Lindy 2.0, emphasizing visual workflow design. The conversation dives into the challenges of AI customer support, innovations in evaluation tools, and the intense competition in the AI space. Flo also touches on the impact of remote work on company culture and the role of community in thriving within vertical and horizontal AI solutions.
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Nov 11, 2024 • 1h

Agents @ Work: Dust.tt

Stanislas Polu, Co-founder and CEO of Dust.tt, shares insights from his journey through tech giants like Stripe and OpenAI, where he honed his skills in mathematical reasoning. He reveals the inspiration behind Dust's evolution from a developer framework to user-friendly AI assistants. Discussions delve into the blending of creativity and formal verification in problem-solving, the strategic development of LLM products, and the challenges of integrating AI in fraud solutions. Stan also contrasts vertical and horizontal approaches in AI, emphasizing their impact on growth and innovation.
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Nov 1, 2024 • 41min

In the Arena: How LMSys changed LLM Benchmarking Forever

Anastasios Angelopoulos and Wei-Lin Chiang, both PhD students at UC Berkeley, lead the Chatbot Arena—a pioneering platform for AI evaluation. They discuss the evolution of crowdsourced benchmarking and the philosophical challenges of measuring AI intelligence. Emphasizing the limitations of static benchmarks, they advocate for user-driven assessments. The duo also tackles human biases in evaluations and the significance of community engagement, showcasing innovative strategies in AI red teaming and collaboration, all aimed at refining how language models are compared.
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Oct 25, 2024 • 1h 14min

How NotebookLM Was Made

Raiza Martin, Lead PM for NotebookLM at Google Labs, and Usama Bin Shafqat, AI engineer on the same project, share their insights on creating engaging AI-driven audio experiences. They discuss the unique approach of making digital voices sound conversational, incorporating natural interjections and pauses. The duo highlights the importance of user feedback in shaping their innovative product and the challenges of balancing advanced AI capabilities with accessibility for everyday users. Their work aims to redefine how we interact with information through AI.
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Oct 19, 2024 • 57min

Building the AI Engineer Nation — with Josephine Teo, Minister of Digital Development and Information, Singapore

In this engaging discussion, Josephine Teo, Singapore's Minister of Digital Development and Information, dives into the country's groundbreaking AI strategy. She emphasizes the balance between innovation and governance while exploring the societal impact of digital development. Teo sheds light on the importance of coding literacy and continuous education to prepare the workforce for tech transitions. The conversation also touches on Singapore's healthcare innovation landscape and the need for collaborations to nurture a vibrant AI ecosystem.
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Oct 18, 2024 • 1h 12min

Building the Silicon Brain - with Drew Houston of Dropbox

Drew Houston, CEO of Dropbox and a pioneer in cloud storage, shares his unique journey with AI, coding over 400 hours with LLMs. He discusses how Dropbox is evolving into an AI-first organization, highlighting innovations like Files GPT and universal search with Dropbox Dash. Drew emphasizes the importance of aligning technology with user needs while navigating data privacy and ethical practices. He explores the transformative potential of AI as a 'silicon brain' for knowledge work, urging a balance between human creativity and AI capabilities.
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Oct 11, 2024 • 1h 57min

Production AI Engineering starts with Evals — with Ankur Goyal of Braintrust

Ankur Goyal, founder of Impira and former head of Figma AI, discusses the evolving landscape of AI engineering. He highlights the challenges in LLM Ops, emphasizing the importance of evaluations in systematic AI development. Ankur reflects on his journey navigating career pressures as a first-generation Indian student and shares insights from his experiences in tech startups. He dives into advancements in data extraction, the integration of software engineering principles with AI, and the significance of community feedback for product improvements.
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Oct 3, 2024 • 2h 9min

Building AGI in Real Time (OpenAI Dev Day 2024)

In this discussion, Ben Thompson, a tech commentator known for his deep insights on technology and business, sheds light on the latest developments from OpenAI's 2024 Dev Day. The talk covers innovations in real-time APIs and advances in AI fine-tuning for specialized tasks. Ben examines challenges in AI model integration, emphasizing the crucial role of community feedback and voice interaction systems. The conversation also delves into ethical implications and the path toward achieving Artificial General Intelligence, offering a compelling glimpse into the future of AI.
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Sep 27, 2024 • 1h 30min

Language Agents: From Reasoning to Acting

The conversation dives into the evolution of language agents, highlighting the shift from traditional reinforcement learning to innovative zero-gradient techniques. There's a reflection on the development and impact of language models in AI, alongside the challenges of benchmarking in research methodologies. The significance of user-friendly designs and Human-Computer Interaction principles is emphasized to create effective coding agents. The role of AI in customer service is explored, focusing on performance metrics and user experiences, showcasing a future where AI seamlessly integrates into daily workflows.
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Sep 20, 2024 • 1h 9min

The Ultimate Guide to Prompting

Noah Hein, from Latent Space University, is launching a free lightning course on AI Engineering, while Sander Schulhoff helped create The Prompt Report, a definitive guide to prompt engineering. They discuss the vast landscape of over 1,600 scholarly papers on prompting techniques, the evolution of prompt engineering into a core skill for AI engineers, and ethical implications of AI-generated academic content. With insights into optimizing AI models and real-world applications of prompting strategies, this conversation is a treasure trove for AI enthusiasts.

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