Episodes (Page 10)
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David Luan (Adept co-founder, ex-OpenAI/Google) explains why Google failed to capitalize on LLM advances despite early leadership in AI research
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Mikey Shulman (Suno CEO) discusses evolution from text-to-speech and voice synthesis to music generation using transformer architectures
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January 2024 recap covering top research trends including notable advances in architecture and training methodologies across major labs
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Soumith Chintala (Meta AI Engineering Lead, PyTorch creator) discusses open source AI's importance for trustworthiness and accessibility
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Ben Firshman (Replicate co-founder) traces company's 5-year journey from 2017 arXiv Vanity project to 2M+ users and $40M Series B
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Erik Bernhardsson (Modal founder, ex-Spotify) presents serverless infrastructure specifically designed for AI engineers' compute and latency requirements
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Ce Zhang (CTO) and Vipul Ved Prakash (CEO) of Together AI discuss the company's evolution and ~$100M Series A at $360-565M valuation
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David Hsu (Retool CEO) discusses the 50% decline in StackOverflow usage and its implications for developer productivity in the AI era
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Introduces 'The Four Wars of the AI Stack' framework: Data Quality Wars, GPU Rich vs Poor, Multimodality Wars, and RAG/Ops War
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Hugo Laurençon and Leo Tronchon (HuggingFace M4) explain building open source multimodal models by combining existing LLMs and vision encoders with adapter layers
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Nathan Lambert provides deep dive into RLHF (Reinforcement Learning from Human Feedback), explaining how transformer models transition from next-token prediction to helpful, honest assistants
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Steve Ruiz discusses tldraw, an AI canvas tool enabling sketch-to-working-website generation using GPT-4V for coding visual designs
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Mega episode featuring multiple startup founders recapping NeurIPS 2023 achievements, product launches, and industry trends
Top Startups
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Survey of 3,586 papers accepted to NeurIPS 2023, with audio guide commentary on standout papers and research directions
Best Papers
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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