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Latent Space: The AI Engineer PodcastALBUM

Album

Latent Space: The AI Engineer Podcast

TheLazyMakoti
176 tracks136 hr 8 min duration
Science & Technology
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100 available

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1ChatGPT, GPT4 hype, and Building LLM-native products — with Logan Kilpatrick of OpenAI cover artChatGPT, GPT4 hype, and Building LLM-native products — with Logan Kilpatrick of OpenAI46093951:41
297% Cheaper, Faster, Better, Correct AI — with Varun Mohan of Codeium cover art97% Cheaper, Faster, Better, Correct AI — with Varun Mohan of Codeium35368350:56
3From Astrophysics to AI: Building the future AI Data Stack — with Sarah Nagy of Seek.ai cover artFrom Astrophysics to AI: Building the future AI Data Stack — with Sarah Nagy of Seek.ai22985937:34
4Emergency Pod: ChatGPT's App Store Moment (w/ OpenAI's Logan Kilpatrick, LindyAI's Florent Crivello and Nader Dabit) cover artEmergency Pod: ChatGPT's App Store Moment (w/ OpenAI's Logan Kilpatrick, LindyAI's Florent Crivello and Nader Dabit)7813196:24
5Grounded Research: From Google Brain to MLOps to LLMOps — with Shreya Shankar of UC Berkeley cover artGrounded Research: From Google Brain to MLOps to LLMOps — with Shreya Shankar of UC Berkeley9696641:49
6AI Fundamentals: Benchmarks 101 cover artAI Fundamentals: Benchmarks 1017342250:42
7Segment Anything Model and the Hard Problems of Computer Vision — with Joseph Nelson of Roboflow cover artSegment Anything Model and the Hard Problems of Computer Vision — with Joseph Nelson of Roboflow7935279:42
8AI-powered Search for the Enterprise — with Deedy Das of Glean cover artAI-powered Search for the Enterprise — with Deedy Das of Glean3139264:07
9Mapping the future of *truly* Open Models and Training Dolly for $30 — with Mike Conover of Databricks cover artMapping the future of *truly* Open Models and Training Dolly for $30 — with Mike Conover of Databricks3156676:06
10Training a SOTA Code LLM in 1 week and Quantifying the Vibes — with Reza Shabani of Replit cover artTraining a SOTA Code LLM in 1 week and Quantifying the Vibes — with Reza Shabani of Replit2354469:37
11No Moat: Closed AI gets its Open Source wakeup call — ft. Simon Willison cover artNo Moat: Closed AI gets its Open Source wakeup call — ft. Simon Willison2145143:53
12The AI Founder Gene: Being Early, Building Fast, and Believing in Greatness — with Sharif Shameem of Lexica cover artThe AI Founder Gene: Being Early, Building Fast, and Believing in Greatness — with Sharif Shameem of Lexica1534750:41
13Guaranteed quality and structure in LLM outputs - with Shreya Rajpal of Guardrails AI cover artGuaranteed quality and structure in LLM outputs - with Shreya Rajpal of Guardrails AI1482462:34
14MPT-7B and The Beginning of Context=Infinity — with Jonathan Frankle and Abhinav Venigalla of MosaicML cover artMPT-7B and The Beginning of Context=Infinity — with Jonathan Frankle and Abhinav Venigalla of MosaicML1621966:48
15Debugging the Internet with AI agents – with Itamar Friedman of Codium AI and AutoGPT cover artDebugging the Internet with AI agents – with Itamar Friedman of Codium AI and AutoGPT1273162:41
16Building the AI × UX Scenius — with Linus Lee of Notion AI cover artBuilding the AI × UX Scenius — with Linus Lee of Notion AI837169:56
17From RLHF to RLHB: The Case for Learning from Human Behavior - with Jeffrey Wang and Joe Reeve of Amplitude cover artFrom RLHF to RLHB: The Case for Learning from Human Behavior - with Jeffrey Wang and Joe Reeve of Amplitude1151049:32
18Emergency 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) cover artEmergency 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)976688:19
19Commoditizing the Petaflop — with George Hotz of the tiny corp cover artCommoditizing the Petaflop — with George Hotz of the tiny corp593072:47
20[Cognitive Revolution] The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research cover art[Cognitive Revolution] The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research7150125:35
21[Practical AI] AI Trends: a Latent Space x Practical AI crossover pod! cover art[Practical AI] AI Trends: a Latent Space x Practical AI crossover pod!802260:24
22Code Interpreter == GPT 4.5 (w/ Simon Willison, Alex Volkov, Aravind Srinivas, Alex Graveley, et al.) cover artCode Interpreter == GPT 4.5 (w/ Simon Willison, Alex Volkov, Aravind Srinivas, Alex Graveley, et al.)6802124:05
23AI Fundamentals: Datasets 101 cover artAI Fundamentals: Datasets 101645361:00
24Llama 2: The New Open LLM SOTA (ft. Nathan Lambert, Matt Bornstein, Anton Troynikov, Russell Kaplan, Whole Mars Catalog et al.) cover artLlama 2: The New Open LLM SOTA (ft. Nathan Lambert, Matt Bornstein, Anton Troynikov, Russell Kaplan, Whole Mars Catalog et al.)732580:00
25FlashAttention 2: making Transformers 800% faster w/o approximation - with Tri Dao of Together AI cover artFlashAttention 2: making Transformers 800% faster w/o approximation - with Tri Dao of Together AI593054:35
26[AI Breakdown] Summer AI Technical Roundup: a Latent Space x AI Breakdown crossover pod! cover art[AI Breakdown] Summer AI Technical Roundup: a Latent Space x AI Breakdown crossover pod!662759:07
27The Mathematics of Training LLMs — with Quentin Anthony of Eleuther AI cover artThe Mathematics of Training LLMs — with Quentin Anthony of Eleuther AI226750:42
28Cursor.so: The AI-first Code Editor — with Aman Sanger of Anysphere cover artCursor.so: The AI-first Code Editor — with Aman Sanger of Anysphere558159:29
29RWKV: Reinventing RNNs for the Transformer Era — with Eugene Cheah of UIlicious cover artRWKV: Reinventing RNNs for the Transformer Era — with Eugene Cheah of UIlicious348872:17
30The Point of LangChain — with Harrison Chase of LangChain cover artThe Point of LangChain — with Harrison Chase of LangChain69860:55
31Doing it the Hard Way: Making the AI engine and language 🔥 of the future — with Chris Lattner of Modular cover artDoing it the Hard Way: Making the AI engine and language 🔥 of the future — with Chris Lattner of Modular34989:30
32Heralds of the AI Content Flippening — with Youssef Rizk of Wondercraft.ai cover artHeralds of the AI Content Flippening — with Youssef Rizk of Wondercraft.ai52352:41
33Building the Foundation Model Ops Platform — with Raza Habib of Humanloop cover artBuilding the Foundation Model Ops Platform — with Raza Habib of Humanloop34981:24
34RAG Is A Hack - with Jerry Liu from LlamaIndex cover artRAG Is A Hack - with Jerry Liu from LlamaIndex331468:11
35[AIE Summit Preview #1] Swyx on Software 3.0 and the Rise of the AI Engineer cover art[AIE Summit Preview #1] Swyx on Software 3.0 and the Rise of the AI Engineer226738:52
36[AIE Summit Preview #2] The AI Horcrux — Swyx on Cognitive Revolution cover art[AIE Summit Preview #2] The AI Horcrux — Swyx on Cognitive Revolution209389:55
37Why AI Agents Don't Work (yet) - with Kanjun Qiu of Imbue cover artWhy AI Agents Don't Work (yet) - with Kanjun Qiu of Imbue418665:07
38The End of Finetuning — with Jeremy Howard of Fast.ai cover artThe End of Finetuning — with Jeremy Howard of Fast.ai418669:20
39Powering your Copilot for Data – with Artem Keydunov of Cube.dev cover artPowering your Copilot for Data – with Artem Keydunov of Cube.dev453438:51
40Beating GPT-4 with Open Source LLMs — with Michael Royzen of Phind cover artBeating GPT-4 with Open Source LLMs — with Michael Royzen of Phind436067:27
41AGI is Being Achieved Incrementally (OpenAI DevDay w/ Simon Willison, Alex Volkov, Jim Fan, Raza Habib, Shreya Rajpal, Rahul Ligma, et al) cover artAGI is Being Achieved Incrementally (OpenAI DevDay w/ Simon Willison, Alex Volkov, Jim Fan, Raza Habib, Shreya Rajpal, Rahul Ligma, et al)6278142:45
42AGI is Being Achieved Incrementally (DevDay Recap - cleaned audio) cover artAGI is Being Achieved Incrementally (DevDay Recap - cleaned audio)2965141:52
43The State of Silicon and the GPU Poors - with Dylan Patel of SemiAnalysis cover artThe State of Silicon and the GPU Poors - with Dylan Patel of SemiAnalysis191853:06
44Notebooks = Chat++ and RAG = RecSys! — with Bryan Bischof of Hex Magic cover artNotebooks = Chat++ and RAG = RecSys! — with Bryan Bischof of Hex Magic174451:58
45The Busy Person's Intro to Finetuning & Open Source AI - Wing Lian, Axolotl cover artThe Busy Person's Intro to Finetuning & Open Source AI - Wing Lian, Axolotl244264:24
46The "Normsky" architecture for AI coding agents — with Beyang Liu + Steve Yegge of SourceGraph cover artThe "Normsky" architecture for AI coding agents — with Beyang Liu + Steve Yegge of SourceGraph209379:43
47The AI-First Graphics Editor - with Suhail Doshi of Playground AI cover artThe AI-First Graphics Editor - with Suhail Doshi of Playground AI209359:05
48NeurIPS 2023 Recap — Best Papers cover artNeurIPS 2023 Recap — Best Papers1395200:44
49The Accidental AI Canvas - with Steve Ruiz of tldraw cover artThe Accidental AI Canvas - with Steve Ruiz of tldraw34964:14
50RLHF 201 - with Nathan Lambert of AI2 and Interconnects cover artRLHF 201 - with Nathan Lambert of AI2 and Interconnects17485:37
51How to train your own Large Multimodal Model — with Hugo Laurençon & Leo Tronchon of HuggingFace M4 cover artHow to train your own Large Multimodal Model — with Hugo Laurençon & Leo Tronchon of HuggingFace M4071:56
52The Four Wars of the AI Stack (Dec 2023 Audio Recap) cover artThe Four Wars of the AI Stack (Dec 2023 Audio Recap)068:23
53Why StackOverflow usage is down 50% — with David Hsu of Retool cover artWhy StackOverflow usage is down 50% — with David Hsu of Retool058:28
54Cloud Intelligence at the speed of 5000 tok/s - with Ce Zhang and Vipul Ved Prakash of Together AI cover artCloud Intelligence at the speed of 5000 tok/s - with Ce Zhang and Vipul Ved Prakash of Together AI0113:43
55Truly Serverless Infra for AI Engineers - with Erik Bernhardsson of Modal cover artTruly Serverless Infra for AI Engineers - with Erik Bernhardsson of Modal0112:21
56A Brief History of the Open Source AI Hacker - with Ben Firshman of Replicate cover artA Brief History of the Open Source AI Hacker - with Ben Firshman of Replicate0126:07
57Open Source AI is AI we can Trust — with Soumith Chintala of Meta AI cover artOpen Source AI is AI we can Trust — with Soumith Chintala of Meta AI0144:00
58Top 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! cover artTop 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!174109:01
59Making Transformers Sing - with Mikey Shulman of Suno cover artMaking Transformers Sing - with Mikey Shulman of Suno17452:55
60Why Google failed to make GPT-3 + why Multimodal Agents are the path to AGI — with David Luan of Adept cover artWhy Google failed to make GPT-3 + why Multimodal Agents are the path to AGI — with David Luan of Adept69841:55
61Presenting the AI Engineer World's Fair — with Sam Schillace, Deputy CTO of Microsoft cover artPresenting the AI Engineer World's Fair — with Sam Schillace, Deputy CTO of Microsoft043:02
62Latent 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) cover artLatent 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)174165:28
63Supervise the Process of AI Research — with Jungwon Byun and Andreas Stuhlmüller of Elicit cover artSupervise the Process of AI Research — with Jungwon Byun and Andreas Stuhlmüller of Elicit349101:23
64High Agency Pydantic > VC Backed Frameworks — with Jason Liu of Instructor cover artHigh Agency Pydantic > VC Backed Frameworks — with Jason Liu of Instructor052:25
65WebSim, WorldSim, and The Summer of Simulative AI — with Joscha Bach of Liquid AI, Karan Malhotra of Nous Research, Rob Haisfield of WebSim.ai cover artWebSim, WorldSim, and The Summer of Simulative AI — with Joscha Bach of Liquid AI, Karan Malhotra of Nous Research, Rob Haisfield of WebSim.ai17453:35
66Emulating Humans with NSFW Chatbots - with Jesse Silver cover artEmulating Humans with NSFW Chatbots - with Jesse Silver054:20
67ICLR 2024 — Best Papers & Talks (ImageGen, Vision, Transformers, State Space Models) ft. Durk Kingma, Christian Szegedy, Ilya Sutskever cover artICLR 2024 — Best Papers & Talks (ImageGen, Vision, Transformers, State Space Models) ft. Durk Kingma, Christian Szegedy, Ilya Sutskever349218:22
68How to train a Million Context LLM — with Mark Huang of Gradient.ai cover artHow to train a Million Context LLM — with Mark Huang of Gradient.ai17457:34
69ICLR 2024 — Best Papers & Talks (Benchmarks, Reasoning & Agents) — ft. Graham Neubig, Aman Sanger, Moritz Hardt) cover artICLR 2024 — Best Papers & Talks (Benchmarks, Reasoning & Agents) — ft. Graham Neubig, Aman Sanger, Moritz Hardt)0269:43
70How AI is eating Finance — with Mike Conover of Brightwave cover artHow AI is eating Finance — with Mike Conover of Brightwave055:00
71How To Hire AI Engineers — with James Brady & Adam Wiggins of Elicit cover artHow To Hire AI Engineers — with James Brady & Adam Wiggins of Elicit063:47
72[High Agency] AI Engineer World's Fair Preview cover art[High Agency] AI Engineer World's Fair Preview17449:46
73State of the Art: Training >70B LLMs on 10,000 H100 clusters cover artState of the Art: Training >70B LLMs on 10,000 H100 clusters081:56
74The 10,000x Yolo Researcher Metagame — with Yi Tay of Reka cover artThe 10,000x Yolo Researcher Metagame — with Yi Tay of Reka0104:47
75Benchmarks 201: Why Leaderboards > Arenas >> LLM-as-Judge cover artBenchmarks 201: Why Leaderboards > Arenas >> LLM-as-Judge17458:34
76Llama 2, 3 & 4: Synthetic Data, RLHF, Agents on the path to Open Source AGI cover artLlama 2, 3 & 4: Synthetic Data, RLHF, Agents on the path to Open Source AGI065:12
77The Winds of AI Winter (Q2 Four Wars Recap) + ChatGPT Voice Mode Preview cover artThe Winds of AI Winter (Q2 Four Wars Recap) + ChatGPT Voice Mode Preview0115:11
78Segment Anything 2: Demo-first Model Development cover artSegment Anything 2: Demo-first Model Development17463:35
79AI Magic: Shipping 1000s of successful products with no managers and a team of 12 — Jeremy Howard of Answer.ai cover artAI Magic: Shipping 1000s of successful products with no managers and a team of 12 — Jeremy Howard of Answer.ai17459:01
80Is finetuning GPT4o worth it? — with Alistair Pullen, Cosine (Genie) cover artIs finetuning GPT4o worth it? — with Alistair Pullen, Cosine (Genie)17465:25
81Why you should write your own LLM benchmarks — with Nicholas Carlini, Google DeepMind cover artWhy you should write your own LLM benchmarks — with Nicholas Carlini, Google DeepMind17470:11
82Efficiency is Coming: 3000x Faster, Cheaper, Better AI Inference from Hardware Improvements, Quantization, and Synthetic Data Distillation cover artEfficiency is Coming: 3000x Faster, Cheaper, Better AI Inference from Hardware Improvements, Quantization, and Synthetic Data Distillation065:24
83From API to AGI: Structured Outputs, OpenAI API platform and O1 Q&A — with Michelle Pokrass & OpenAI Devrel + Strawberry team cover artFrom API to AGI: Structured Outputs, OpenAI API platform and O1 Q&A — with Michelle Pokrass & OpenAI Devrel + Strawberry team0124:25
84The Ultimate Guide to Prompting cover artThe Ultimate Guide to Prompting069:07
85Language Agents: From Reasoning to Acting cover artLanguage Agents: From Reasoning to Acting17489:51
86Building AGI in Real Time (OpenAI Dev Day 2024) cover artBuilding AGI in Real Time (OpenAI Dev Day 2024)0129:25
87Production AI Engineering starts with Evals — with Ankur Goyal of Braintrust cover artProduction AI Engineering starts with Evals — with Ankur Goyal of Braintrust0116:50
88Building the Silicon Brain - with Drew Houston of Dropbox cover artBuilding the Silicon Brain - with Drew Houston of Dropbox17471:45
89Building the AI Engineer Nation — with Josephine Teo, Minister of Digital Development and Information, Singapore cover artBuilding the AI Engineer Nation — with Josephine Teo, Minister of Digital Development and Information, Singapore056:44
90How NotebookLM Was Made cover artHow NotebookLM Was Made074:03
91In the Arena: How LMSys changed LLM Benchmarking Forever cover artIn the Arena: How LMSys changed LLM Benchmarking Forever17441:05
92Agents @ Work: Dust.tt cover artAgents @ Work: Dust.tt34960:11
93Agents @ Work: Lindy.ai cover artAgents @ Work: Lindy.ai17469:59
94Why Compound AI + Open Source will beat Closed AI cover artWhy Compound AI + Open Source will beat Closed AI17458:29
95The new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic cover artThe new Claude 3.5 Sonnet, Computer Use, and Building SOTA Agents — with Erik Schluntz, Anthropic34971:16
96Bolt.new, Flow Engineering for Code Agents, and >$8m ARR in 2 months as a Claude Wrapper cover artBolt.new, Flow Engineering for Code Agents, and >$8m ARR in 2 months as a Claude Wrapper098:47
97Generative Video WorldSim, Diffusion, Vision, Reinforcement Learning and Robotics — ICML 2024 Part 1 cover artGenerative Video WorldSim, Diffusion, Vision, Reinforcement Learning and Robotics — ICML 2024 Part 1174428:24
98Windsurf: The Enterprise AI IDE - with Varun and Anshul of Codeium AI cover artWindsurf: The Enterprise AI IDE - with Varun and Anshul of Codeium AI52366:41
992024 in AI Startups [LS Live @ NeurIPS] cover art2024 in AI Startups [LS Live @ NeurIPS]34952:27
1002024 in Vision [LS Live @ NeurIPS] cover art2024 in Vision [LS Live @ NeurIPS]34957:29

About this album

<p>The podcast by and for AI Engineers! In 2024, over 2 million readers and listeners came to Latent Space to hear about news, papers and interviews in Software 3.0.</p><p>We cover Foundation Models changing every domain in Code Generation, Multimodality, AI Agents, GPU Infra and more, directly from the founders, builders, and thinkers involved in pushing the cutting edge. Striving to give you both the definitive take on the Current Thing down to the first introduction to the tech you'll be using in the next 3 months! We break news and exclusive interviews from OpenAI, Anthropic, Gemini, Meta (Soumith Chintala), Sierra (Bret Taylor), tiny (George Hotz), Databricks/MosaicML (Jon Frankle), Modular (Chris Lattner), Answer.ai (Jeremy Howard), et al.</p><p>Full show notes always on https://latent.space</p>

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