Claude Code for Finance + The Global Memory Shortage: Doug O'Laughlin, SemiAnalysis
A special double pod on the 1 year anniversary of Claude Code: we chat with one of its most vocal fans, who thinks it will write 25-50% of all code on GitHub, plus get a breakdown on the memory crunch
00:00 AI Slop vs Expertise
01:00 Reconnecting and Origin Stories
03:40 Falling for Semiconductors
06:44 Moores Law Thesis and Nvidia
12:31 Claude Code Awakening
33:15 Agent Swarms Reality Check
37:44 Claude Bot Security Limits
41:13 Claude Code Workflow Setup
46:53 Hygiene and Junior Analysts
59:41 GDPval and Economic Impact
01:06:51 Railroad CapEx Parallel
01:08:07 Funding Bubbles and Demand
01…
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Chapters (20)
AI Slop vs Expertise
1:00
Reconnecting and Origin Stories
3:40
Falling for Semiconductors
6:44
Moores Law Thesis and Nvidia
12:31
Claude Code Awakening
33:15
Agent Swarms Reality Check
37:44
Claude Bot Security Limits
41:13
Claude Code Workflow Setup
46:53
Hygiene and Junior Analysts
59:41
GDPval and Economic Impact
1:06:51
Railroad CapEx Parallel
1:08:07
Funding Bubbles and Demand
1:09:36
AI as Junior Analysts
1:11:32
Death of the IDE
1:23:43
Microsoft and Oracle Stakes
1:36:46
TPU Window Opens
1:38:11
Supply Chain Reality Check
1:41:53
HBM Memory Squeeze
1:48:14
Context Rationing Era
1:57:43
Writing And Trail Lessons
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Ep 18: Petaflops to the People — with George Hotz of tinycorp
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RWKV: Reinventing RNNs for the Transformer Era
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Generating your AI Media Empire - with Youssef Rizk of Wondercraft.ai
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RAG is a hack - with Jerry Liu of LlamaIndex
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The End of Finetuning — with Jeremy Howard of Fast.ai
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Why AI Agents Don't Work (yet) - with Kanjun Qiu of Imbue
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Powering your Copilot for Data - with Artem Keydunov from Cube.dev
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Beating GPT-4 with Open Source Models - with Michael Royzen of Phind
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The State of Silicon and the GPU Poors - with Dylan Patel of SemiAnalysis
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The "Normsky" architecture for AI coding agents — with Beyang Liu + Steve Yegge of SourceGraph
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The AI-First Graphics Editor - with Suhail Doshi of Playground AI
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The Accidental AI Canvas - with Steve Ruiz of tldraw
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The Origin and Future of RLHF: the secret ingredient for ChatGPT - with Nathan Lambert
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The Four Wars of the AI Stack - Dec 2023 Recap
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The State of AI in production — with David Hsu of Retool
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Building an open AI company - with Ce and Vipul of Together AI
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Truly Serverless Infra for AI Engineers - with Erik Bernhardsson of Modal
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A Brief History of the Open Source AI Hacker - with Ben Firshman of Replicate
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Open Source AI is AI we can Trust — with Soumith Chintala of Meta AI
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Making Transformers Sing - with Mikey Shulman of Suno
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A Comprehensive Overview of Large Language Models - Latent Space Paper Club
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Why Google failed to make GPT-3 -- with David Luan of Adept
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Personal AI Meetup - Bee, BasedHardware, LangChain LangFriend, Deepgram EmilyAI
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Supervise the Process of AI Research — with Jungwon Byun and Andreas Stuhlmüller of Elicit
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Breaking down the OG GPT Paper by Alec Radford
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High Agency Pydantic over VC Backed Frameworks — with Jason Liu of Instructor
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This World Does Not Exist — Joscha Bach, Karan Malhotra, Rob Haisfield (WorldSim, WebSim, Liquid AI)
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LLM Asia Paper Club Survey Round
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How to train a Million Context LLM — with Mark Huang of Gradient.ai
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How AI is Eating Finance - with Mike Conover of Brightwave
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How To Hire AI Engineers (ft. James Brady and Adam Wiggins of Elicit)
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State of the Art: Training 70B LLMs on 10,000 H100 clusters
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The 10,000x Yolo Researcher Metagame — with Yi Tay of Reka
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Training Llama 2, 3 & 4: The Path to Open Source AGI — with Thomas Scialom of Meta AI
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[LLM Paper Club] Llama 3.1 Paper: The Llama Family of Models
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Synthetic data + tool use for LLM improvements 🦙
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RLHF vs SFT to break out of local maxima 📈
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The Winds of AI Winter (Q2 Four Wars of the AI Stack Recap)
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Segment Anything 2: Memory + Vision = Object Permanence — with Nikhila Ravi and Joseph Nelson
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Answer.ai & AI Magic with Jeremy Howard
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Is finetuning GPT4o worth it?
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Personal benchmarks vs HumanEval - with Nicholas Carlini of DeepMind
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Building AGI with OpenAI's Structured Outputs API
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Q* for model distillation 🍓
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Finetuning LoRAs on BILLIONS of tokens 🤖
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Cursor UX team is CRACKED 💻
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Choosing the BEST OpenAI model 🏆
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How will OpenAI voice mode change API design?
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Ephemeral software FOR YOU 💻
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STEALING OpenAI models data 🥷
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Models can do MORE than what you ask for 🤖
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[Paper Club] 🍓 On Reasoning: Q-STaR and Friends!
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[Paper Club] Writing in the Margins: Chunked Prefill KV Caching for Long Context Retrieval
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The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
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llm.c's Origin and the Future of LLM Compilers - Andrej Karpathy at CUDA MODE
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Prompt Engineer is NOT a job 📝
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Prompt Mining LLMs for better prompts ⛏️
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The six pillars of few-shot prompting 🔧
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Language Agents: From Reasoning to Acting — with Shunyu Yao of OpenAI, Harrison Chase of LangGraph
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DeepCamp AI