Latent Space: The AI Engineer Podcast cover art

All Episodes

Latent Space: The AI Engineer Podcast — 223 episodes

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Title
1

Underwriting Superintelligence: Backing Agents you can Sue — Rune Kvist, AIUC

2

Humanity’s Last Invention — Richard Socher of Recursive

3

🔬“We have foundation models for language, not for physics” — Anima Anandkumar, Bren Professor of Computing

4

Simulation: the new Scaling Law — Joon Sung Park, Simile AI

5

🔬The BioAI Phase Shift - Matthew McPartlon & Neil Patil, Chai Discovery

6

The Inference Engineering Masterclass — Philip Kiely & Ali Taha, Baseten

7

Codex from 0 to 10M Users: Building ChatGPT Work — Akshay Nathan, OpenAI

8

Inside the Model Factory — Eiso Kant, Poolside AI

9

🔬Causal Models Need Causal Data - Xaira’s X-Cell model for Drug Discovery (Bo Wang & Ci Chu, Chief Discovery Officer & Chief AI Scientist)

10

🔬 The Lab of the Future Should Feel Like a Data Center — Andy Beam & Rafa Gómez-Bombarelli, Lila Sciences

11

Why AI Infrastructure must evolve for Agent Experience — Akshat Bubna, Modal CTO

12

🔬 The Coolest Diffusion Research Isn't in LLMs — Evan Feinberg & Sergey Edunov, Genesis Molecular AI

13

Why the Frontier Ecosystem must be Open — Matei Zaharia and Reynold Xin, Databricks

14

Red-Teaming after Mythos — Zico Kolter & Matt Fredrikson, Gray Swan

15

The Professor of Outputmaxxing — Anjney Midha, AMP

16

🔬 The Self-Driving Lab — Joseph Krause, Radical AI

17

Reality: The Final Eval — Lukas Petersson and Axel Backlund of Andon Labs

18

🔬Scaling Past Informal AI - Carina Hong, Axiom Math

19

⚡️Satya Nadella: No Priors x Latent Space Crossover Special at Microsoft Build

20

GitHub's plan for Agents — Kyle Daigle, GitHub

21

Why Video Agent models are next — Ethan He, xAI Grok Imagine

22

The Age of Async Agents — Cognition's Walden Yan & OpenInspect's Cole Murray

23

🔬ESM: The Bitter Lesson is Coming for Proteins - Alex Rives, BioHub

24

Giving Agents Computers — Ivan Burazin, Daytona

25

Railway: The Agent-Native Cloud — Jake Cooper

26

The Autonomous Drone Tech Stack & Economics of Drones — Yaroslav Azhnyuk, The Fourth Law & Guest Host Noah Smith, Noahpinion

27

AI-Native Healthcare: 100M Doctor Visits, 10–20 Hours Saved, Prior Auth in Minutes — Janie Lee & Chai Asawa, Abridge

28

🔬Doing Vibe Physics — Alex Lupsasca, OpenAI

29

Physical AI that Moves the World — Qasar Younis & Peter Ludwig, Applied Intuition

30

AIE Europe Debrief + Agent Labs Thesis: Unsupervised Learning x Latent Space Crossover Special (2026)

31

Shopify’s AI Phase Transition: 2026 Usage Explosion, Unlimited Opus-4.6 Token Budget, Tangle, Tangent, SimGym — with Mikhail Parakhin, Shopify CTO

32

🔬 Training Transformers to solve 95% failure rate of Cancer Trials — Ron Alfa & Daniel Bear, Noetik

33

Notion’s Token Town: 5 Rebuilds, 100+ Tools, MCP vs CLIs and the Software Factory Future — Simon Last & Sarah Sachs of Notion

34

Extreme Harness Engineering for Token Billionaires: 1M LOC, 1B toks/day, 0% human code, 0% human review — Ryan Lopopolo, OpenAI Frontier & Symphony

35

Marc Andreessen introspects on The Death of the Browser, Pi + OpenClaw, and Why "This Time Is Different"

36

Moonlake: Causal World Models should be Multimodal, Interactive, and Efficient — with Chris Manning and Fan-yun Sun

37

Mistral: Voxtral TTS, Forge, Leanstral, & what's next for Mistral 4 — w/ Pavan Kumar Reddy & Guillaume Lample

38

🔬Why There Is No "AlphaFold for Materials" — AI for Materials Discovery with Heather Kulik

39

Dreamer: the Personal Agent OS — David Singleton

40

Why Anthropic Thinks AI Should Have Its Own Computer — Felix Rieseberg of Claude Cowork & Claude Code Desktop

41

Retrieval After RAG: Hybrid Search, Agents, and Database Design — Simon Hørup Eskildsen of Turbopuffer

42

NVIDIA's AI Engineers: Agent Inference at Planetary Scale and "Speed of Light" — Nader Khalil (Brev), Kyle Kranen (Dynamo)

43

Cursor's Third Era: Cloud Agents

44

Every Agent Needs a Box — Aaron Levie, Box

45

METR’s Joel Becker on exponential Time Horizon Evals, Threat Models, and the Limits of AI Productivity

46

[LIVE] Anthropic Distillation & How Models Cheat (SWE-Bench Dead) | Nathan Lambert & Sebastian Raschka

47

🔬Searching the Space of All Possible Materials — Prof. Max Welling, CuspAI

48

Claude Code for Finance + The Global Memory Shortage: Doug O'Laughlin, SemiAnalysis

49

⚡️The End of SWE-Bench Verified — Mia Glaese & Olivia Watkins, OpenAI Frontier Evals & Human Data

50

Bitter Lessons in Venture vs Growth: Anthropic vs OpenAI, Noam Shazeer, World Labs, Thinking Machines, Cursor, ASIC Economics — Martin Casado & Sarah Wang of a16z

51

Owning the AI Pareto Frontier — Jeff Dean

52

🔬Beyond AlphaFold: How Boltz is Open-Sourcing the Future of Drug Discovery

53

The First Mechanistic Interpretability Frontier Lab — Myra Deng & Mark Bissell of Goodfire AI

54

🔬 Automating Science: World Models, Scientific Taste, Agent Loops — Andrew White

55

Captaining IMO Gold, Deep Think, On-Policy RL, Feeling the AGI in Singapore — Yi Tay

56

Brex’s AI Hail Mary — With CTO James Reggio

57

Artificial Analysis: Independent LLM Evals as a Service — with George Cameron and Micah-Hill Smith

58

[State of Evals] LMArena's $1.7B Vision — Anastasios Angelopoulos, LMArena

59

[NeurIPS Best Paper] 1000 Layer Networks for Self-Supervised RL — Kevin Wang et al, Princeton

60

[State of Code Evals] After SWE-bench, Code Clash & SOTA Coding Benchmarks recap — John Yang

61

[State of Post-Training] From GPT-4.1 to 5.1: RLVR, Agent & Token Efficiency — Josh McGrath, OpenAI

62

[State of RL/Reasoning] IMO/IOI Gold, OpenAI o3/GPT-5, and Cursor Composer — Ashvin Nair, Cursor

63

[State of AI Startups] Memory/Learning, RL Envs & DBT-Fivetran — Sarah Catanzaro, Amplify

64

One Year of MCP — with David Soria Parra and AAIF leads from OpenAI, Goose, Linux Foundation

65

Steve Yegge's Vibe Coding Manifesto: Why Claude Code Isn't It & What Comes After the IDE

66

⚡️GPT5-Codex-Max: Training Agents with Personality, Tools & Trust — Brian Fioca + Bill Chen, OpenAI

67

SAM 3: The Eyes for AI — Nikhila & Pengchuan (Meta Superintelligence), ft. Joseph Nelson (Roboflow)

68

⚡️Jailbreaking AGI: Pliny the Liberator & John V on Red Teaming, BT6, and the Future of AI Security

69

AI to AE's: Grit, Glean, and Kleiner Perkins' next Enterprise AI hit — Joubin Mirzadegan, Roadrunner

70

The Future of Email: Superhuman CTO on Your Inbox As the Real AI Agent (Not ChatGPT) — Loïc Houssier

71

World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI

72

After LLMs: Spatial Intelligence and World Models — Fei-Fei Li & Justin Johnson, World Labs

73

⚡️ 10x AI Engineers with $1m Salaries — Alex Lieberman & Arman Hezarkhani, Tenex

74

Anthropic, Glean & OpenRouter: How AI Moats Are Built with Deedy Das of Menlo Ventures

75

⚡ Inside GitHub’s AI Revolution: Jared Palmer Reveals Agent HQ & The Future of Coding Agents

76

⚡ [AIE CODE Preview] Inside Google Labs: Building The Gemini Coding Agent — Jed Borovik, Jules

77

⚡️ Ship AI recap: Agents, Workflows, and Python — w/ Vercel CTO Malte Ubl

78

Why RL Won — Kyle Corbitt, OpenPipe (acq. CoreWeave)

79

DevDay 2025: Apps SDK, Agent Kit, MCP, Codex and why Prompting is More Important than Ever

80

Taste is your Moat (Dylan Field of Figma)

81

Amp: The Emperor Has No Clothes

82

Context Engineering for Agents - Lance Martin, LangChain

83

Better Data is All You Need — Ari Morcos, Datology

84

The RLVR Revolution — with Nathan Lambert (AI2, Interconnects.ai)

85

AI is Eating Search

86

Cline: the open source coding agent that doesn't cut costs

87

Personalized AI Language Education — with Andrew Hsu, Speak

88

AI Video Is Eating The World — Olivia and Justine Moore, a16z

89

Information Theory for Language Models: Jack Morris

90

Scaling Test Time Compute to Multi-Agent Civilizations — Noam Brown, OpenAI

91

The Utility of Interpretability — Emmanuel Amiesen

92

[AIEWF Preview] Containing Agent Chaos — Solomon Hykes

93

[AIEWF Preview] Gemini in 2025 and Realtime Voice AI

94

[AIEWF Preview] CloudChef: Your Robot Chef - Michellin-Star food at $12/hr (w/ Kitchen tour!)

95

The AI Coding Factory

96

[AIEWF Preview] Multi-Turn RL for Multi-Hour Agents — with Will Brown, Prime Intellect

97

⚡️The Rise and Fall of the Vector DB Category

98

⚡️GPT 4.1: The New OpenAI Workhorse

99

SF Compute: Commoditizing Compute to solve the GPU Bubble forever

100

The Creators of Model Context Protocol

101

Unsupervised Learning x Latent Space Crossover Special

102

The Agent Network — Dharmesh Shah

103

Building Snipd: The AI Podcast App for Learning

104

⚡️The new OpenAI Agents Platform

105

⚡️How Claude 3.7 Plays Pokémon

106

Open Operator, Serverless Browsers and the Future of Computer-Using Agents

107

The Inventors of Deep Research

108

Bee AI: The Wearable Ambient Agent

109

The AI Architect — Bret Taylor

110

Agent Engineering with Pydantic + Graphs — with Samuel Colvin

111

The Agent Reasoning Interface: o1/o3, Claude 3, ChatGPT Canvas, Tasks, and Operator — with Karina Nguyen of OpenAI

112

Outlasting Noam Shazeer, crowdsourcing Chai AI with >1.4m DAU, and becoming the "Western DeepSeek" — with William Beauchamp, Chai Research

113

Everything you need to run Mission Critical Inference (ft. DeepSeek v3 + SGLang)

114

[Ride Home] Simon Willison: Things we learned about LLMs in 2024

115

Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai

116

AI Engineering for Art — with comfyanonymous, of ComfyUI

117

Latent.Space 2024 Year in Review

118

2024 in Agents [LS Live! @ NeurIPS 2024]

119

2024 in Synthetic Data and Smol Models [LS Live @ NeurIPS]

120

2024 in Post-Transformers Architectures (State Space Models, RWKV) [LS Live @ NeurIPS]

121

2024 in Open Models [LS Live @ NeurIPS]

122

2024 in Vision [LS Live @ NeurIPS]

123

2024 in AI Startups [LS Live @ NeurIPS]

124

Windsurf: The Enterprise AI IDE - with Varun and Anshul of Codeium AI

125

Generative Video WorldSim, Diffusion, Vision, Reinforcement Learning and Robotics — ICML 2024 Part 1

126

Bolt.new, Flow Engineering for Code Agents, and >$8m ARR in 2 months as a Claude Wrapper

127

The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic

128

Why Compound AI + Open Source will beat Closed AI

129

Agents @ Work: Lindy.ai

130

Agents @ Work: Dust.tt

131

In the Arena: How LMSys changed LLM Benchmarking Forever

132

How NotebookLM Was Made

133

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

134

Building the Silicon Brain - with Drew Houston of Dropbox

135

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

136

Building AGI in Real Time (OpenAI Dev Day 2024)

137

Language Agents: From Reasoning to Acting

138

The Ultimate Guide to Prompting

139

From API to AGI: Structured Outputs, OpenAI API platform and O1 Q&A — with Michelle Pokrass & OpenAI Devrel + Strawberry team

140

Efficiency is Coming: 3000x Faster, Cheaper, Better AI Inference from Hardware Improvements, Quantization, and Synthetic Data Distillation

141

Why you should write your own LLM benchmarks — with Nicholas Carlini, Google DeepMind

142

Is finetuning GPT4o worth it? — with Alistair Pullen, Cosine (Genie)

143

AI Magic: Shipping 1000s of successful products with no managers and a team of 12 — Jeremy Howard of Answer.ai

144

Segment Anything 2: Demo-first Model Development

145

The Winds of AI Winter (Q2 Four Wars Recap) + ChatGPT Voice Mode Preview

146

Llama 2, 3 & 4: Synthetic Data, RLHF, Agents on the path to Open Source AGI

147

Benchmarks 201: Why Leaderboards > Arenas >> LLM-as-Judge

148

The 10,000x Yolo Researcher Metagame — with Yi Tay of Reka

149

State of the Art: Training >70B LLMs on 10,000 H100 clusters

150

[High Agency] AI Engineer World's Fair Preview

151

How To Hire AI Engineers — with James Brady & Adam Wiggins of Elicit

152

How AI is eating Finance — with Mike Conover of Brightwave

153

ICLR 2024 — Best Papers & Talks (Benchmarks, Reasoning & Agents) — ft. Graham Neubig, Aman Sanger, Moritz Hardt)

154

How to train a Million Context LLM — with Mark Huang of Gradient.ai

155

ICLR 2024 — Best Papers & Talks (ImageGen, Vision, Transformers, State Space Models) ft. Durk Kingma, Christian Szegedy, Ilya Sutskever

156

Emulating Humans with NSFW Chatbots - with Jesse Silver

157

WebSim, WorldSim, and The Summer of Simulative AI — with Joscha Bach of Liquid AI, Karan Malhotra of Nous Research, Rob Haisfield of WebSim.ai

158

High Agency Pydantic > VC Backed Frameworks — with Jason Liu of Instructor

159

Supervise the Process of AI Research — with Jungwon Byun and Andreas Stuhlmüller of Elicit

160

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)

161

Presenting the AI Engineer World's Fair — with Sam Schillace, Deputy CTO of Microsoft

162

Why Google failed to make GPT-3 + why Multimodal Agents are the path to AGI — with David Luan of Adept

163

Making Transformers Sing - with Mikey Shulman of Suno

164

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!

165

Open Source AI is AI we can Trust — with Soumith Chintala of Meta AI

166

A Brief History of the Open Source AI Hacker - with Ben Firshman of Replicate

167

Truly Serverless Infra for AI Engineers - with Erik Bernhardsson of Modal

168

Cloud Intelligence at the speed of 5000 tok/s - with Ce Zhang and Vipul Ved Prakash of Together AI

169

Why StackOverflow usage is down 50% — with David Hsu of Retool

170

The Four Wars of the AI Stack (Dec 2023 Audio Recap)

171

How to train your own Large Multimodal Model — with Hugo Laurençon & Leo Tronchon of HuggingFace M4

172

RLHF 201 - with Nathan Lambert of AI2 and Interconnects

173

The Accidental AI Canvas - with Steve Ruiz of tldraw

174

NeurIPS 2023 Recap — Top Startups

175

NeurIPS 2023 Recap — Best Papers

176

The AI-First Graphics Editor - with Suhail Doshi of Playground AI

177

The "Normsky" architecture for AI coding agents — with Beyang Liu + Steve Yegge of SourceGraph

178

The Busy Person's Intro to Finetuning & Open Source AI - Wing Lian, Axolotl

179

Notebooks = Chat++ and RAG = RecSys! — with Bryan Bischof of Hex Magic

180

The State of Silicon and the GPU Poors - with Dylan Patel of SemiAnalysis

181

AGI is Being Achieved Incrementally (DevDay Recap - cleaned audio)

182

AGI is Being Achieved Incrementally (OpenAI DevDay w/ Simon Willison, Alex Volkov, Jim Fan, Raza Habib, Shreya Rajpal, Rahul Ligma, et al)

183

Beating GPT-4 with Open Source LLMs — with Michael Royzen of Phind

184

Powering your Copilot for Data – with Artem Keydunov of Cube.dev

185

The End of Finetuning — with Jeremy Howard of Fast.ai

186

Why AI Agents Don't Work (yet) - with Kanjun Qiu of Imbue

187

[AIE Summit Preview #2] The AI Horcrux — Swyx on Cognitive Revolution

188

[AIE Summit Preview #1] Swyx on Software 3.0 and the Rise of the AI Engineer

189

RAG Is A Hack - with Jerry Liu from LlamaIndex

190

Building the Foundation Model Ops Platform — with Raza Habib of Humanloop

191

Heralds of the AI Content Flippening — with Youssef Rizk of Wondercraft.ai

192

Doing it the Hard Way: Making the AI engine and language 🔥 of the future — with Chris Lattner of Modular

193

The Point of LangChain — with Harrison Chase of LangChain

194

RWKV: Reinventing RNNs for the Transformer Era — with Eugene Cheah of UIlicious

195

Cursor.so: The AI-first Code Editor — with Aman Sanger of Anysphere

196

The Mathematics of Training LLMs — with Quentin Anthony of Eleuther AI

197

LLMs Everywhere: Running 70B models in browsers and iPhones using MLC — with Tianqi Chen of CMU / OctoML

198

[AI Breakdown] Summer AI Technical Roundup: a Latent Space x AI Breakdown crossover pod!

199

FlashAttention 2: making Transformers 800% faster w/o approximation - with Tri Dao of Together AI

200

Llama 2: The New Open LLM SOTA (ft. Nathan Lambert, Matt Bornstein, Anton Troynikov, Russell Kaplan, Whole Mars Catalog et al.)

201

AI Fundamentals: Datasets 101

202

Code Interpreter == GPT 4.5 (w/ Simon Willison, Alex Volkov, Aravind Srinivas, Alex Graveley, et al.)

203

[Practical AI] AI Trends: a Latent Space x Practical AI crossover pod!

204

[Cognitive Revolution] The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research

205

Commoditizing the Petaflop — with George Hotz of the tiny corp

206

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)

207

From RLHF to RLHB: The Case for Learning from Human Behavior - with Jeffrey Wang and Joe Reeve of Amplitude

208

Building the AI × UX Scenius — with Linus Lee of Notion AI

209

Debugging the Internet with AI agents – with Itamar Friedman of Codium AI and AutoGPT

210

MPT-7B and The Beginning of Context=Infinity — with Jonathan Frankle and Abhinav Venigalla of MosaicML

211

Guaranteed quality and structure in LLM outputs - with Shreya Rajpal of Guardrails AI

212

The AI Founder Gene: Being Early, Building Fast, and Believing in Greatness — with Sharif Shameem of Lexica

213

No Moat: Closed AI gets its Open Source wakeup call — ft. Simon Willison

214

Training a SOTA Code LLM in 1 week and Quantifying the Vibes — with Reza Shabani of Replit

215

Mapping the future of *truly* Open Models and Training Dolly for $30 — with Mike Conover of Databricks

216

AI-powered Search for the Enterprise — with Deedy Das of Glean

217

Segment Anything Model and the Hard Problems of Computer Vision — with Joseph Nelson of Roboflow

218

AI Fundamentals: Benchmarks 101

219

Grounded Research: From Google Brain to MLOps to LLMOps — with Shreya Shankar of UC Berkeley

220

Emergency Pod: ChatGPT's App Store Moment (w/ OpenAI's Logan Kilpatrick, LindyAI's Florent Crivello and Nader Dabit)

221

From Astrophysics to AI: Building the future AI Data Stack — with Sarah Nagy of Seek.ai

222

97% Cheaper, Faster, Better, Correct AI — with Varun Mohan of Codeium

223

ChatGPT, GPT4 hype, and Building LLM-native products — with Logan Kilpatrick of OpenAI