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Kyutai's Moshi and Claude 3.5 challenge GPT-4o (& much more) | Trends in AI - July 2024 3 недели назад


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Kyutai's Moshi and Claude 3.5 challenge GPT-4o (& much more) | Trends in AI - July 2024

Anthropic launched Claude 3.5, undercutting GPT-4o’s price with competitive performance, and Google’s Gemma 2 - 27B emerges as the new strongest ‘somewhat open’ model. ARC-AGI has put a $1M bounty for solving a deceptively simple task where current AI falls short. AI Startup Etched scores $120M to develop a Transformer-specific ASIC, and CuspAI, a new European startup secures millions for carbon capture technology. In California discussion is heating up about SB 1047, the state’s newly proposed AI regulation Bill, as AI products from Apple and others are delayed in Europe in a staredown around the new legislation. Plus an overview of SIGIR, ICML, and a deep dive into trending research papers like Prompts as Auto-Optimized Hyperparameters, TextGrad, Judging the Judges, Mixture-of-Agents, MatMul-Free Language Modeling, and more! Dissecting the current Trends in AI: News, R&D breakthroughs, trending papers and code, and the latest gossip. Live talk show from LAB42 with the Zeta Alpha crew, and online on Zoom. Dive deeper into the papers we covered in this episode: https://search.zeta-alpha.com/tags/81650 Sign up for the series, and catch us live on the next edition! https://us06web.zoom.us/webinar/regis... Timestamps: 0:00 Intro by Jakub Zavrel and Dinos Papakostas 1:07 Kyutai releases the first open-source AI voice assistant 3:48 OpenAI slams the door on China 5:16 Apple & NVIDIA riding the AI wave 8:30 The ARC-AGI $1M prize 10:10 Etched bets on a Transformer-specific ASIC 11:46 AI startups & funding 15:35 AI lawsuits & regulators 19:46 Local AI news 22:00 Model releases: Claude Sonnet 3.5 23:48 Open-source model releases 27:38 Updates in the chatbot arena 29:29 Cool AI code repositories 31:45 Upcoming AI conferences 34:13 Zeta Alpha: Neural discovery platform 34:50 The top-10 research papers of July 2024 35:55 Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels 40:46 TextGrad: Automatic "Differentiation" via Text 44:07 Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges 49:58 Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? 53:32 Mixture-of-Agents Enhances Large Language Model Capabilities 56:45 Language Modeling with Editable External Knowledge 57:45 Scalable MatMul-free Language Modeling 58:46 Transformers meet Neural Algorithmic Reasoners 59:09 OpenVLA: An Open-Source Vision-Language-Action Model 59:39 Simulating 500 million years of evolution with a language model 1:01:19 Weekend read, what's next, & outro

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