Episodes (Page 9)
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Suhail Doshi builds Playground AI as AI-first image editor, advancing beyond rudimentary text-to-image tools from 2022-2023 era
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Beyang Liu and Steve Yegge from SourceGraph discuss 15+ years of code indexing and retrieval, teaching masterclass on code search history and interfaces
Beyang Liu
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Wing Lian's Axolotl is emergent finetuning library of choice for open models like Llama 2 and Mistral 7B, enabling customization and ownership
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Bryan Bischof frames notebooks as 'Chat++' interface
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Dylan Patel of SemiAnalysis breaks down GPU supply, production, and design landscape; coins 'GPU poor' vs 'GPU rich' divide affecting AI industry access
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Cleaned audio version of OpenAI DevDay coverage featuring spot interviews with Nvidia, Humanloop, Stealth, Zapier, MultiOn, Bloop.ai, and Guardrails representatives
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OpenAI DevDay delivered GPT-4 Turbo with expanded context, custom GPTs with knowledge/actions, and a no-code builder
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Phind combines code search with LLM assistance to help developers find and implement technical solutions more effectively than traditional search
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Artem Keydunov of Cube.dev discusses text-to-SQL as a commodity application now with multiple ChatGPT plugins and competing startups entering the space
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Jeremy Howard from Fast.ai discusses how finetuning paradigms are shifting with larger context windows and better base models reducing the need for traditional finetuning
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Kanjun Qiu of Imbue (recently valued at $1B+) explains why current AI agents fail: they lack consistent reasoning, tool use reliability, and ability to handle complex multi-step tasks
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Swyx discusses the AI Horcrux concept and cognitive science approaches to AI engineering, bridging software engineering and foundational AI research perspectives
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Swyx outlines Software 3.0 landscape: shift from traditional code to AI-native development, requiring new tools, architectures, and engineering practices
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Jerry Liu of LlamaIndex discusses RAG (Retrieval Augmented Generation) as a pragmatic hack addressing context window limitations of early GPT-3 for large datasets
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Raza Habib of Humanloop addresses the rite of passage for AI engineers: transitioning from demo to production requires prompt versioning, evaluation, monitoring, and finetuning infrastructure
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Youssef Rizk's Wondercraft.ai builds AI-first podcasting startup, producing HN Recap podcast
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Chris Lattner of Modular announced $100M Series A for Mojo language and modular AI infrastructure, addressing fragmentation and poor software quality in AI development
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Harrison Chase of LangChain discusses the rapid evolution from 2022 startup to $20-25M Series A, expanding from prompt templating to comprehensive LLM orchestration framework
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Eugene Cheah discusses RWKV (Receptance Weighted Key Value) models as significant Transformer alternative, reviving RNNs for GPT-class LLMs with better scaling properties
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Aman Sanger of Anysphere created Cursor, an AI-first code editor designed to increase AI-assisted coding beyond Copilot's current 46% of VS Code usage toward 90%+