Last Week in AI #190 - AI scaling struggles, OpenAI Agents, Super Weights

Our 190th episode with a summary and discussion of last week's big AI news! Hosted by Andrey Kurenkov and Jeremie Harris. Feel free to email us your questions and feedback at contact@lastweekinai.com and/or hello@gladstone.ai Read out our text newsletter and comment on the podcast at https://lastweekin.ai/. Sponsors: The Generator - An interdisciplinary AI lab empowering innovators from all fields to bring visionary ideas to life by harnessing the capabilities of artificial intelligence. In this episode: * OpenAI's pitch for a $100 billion data center and AI strategy plan outlines infrastructure and regulatory needs, emphasizing AI's foundational role akin to electricity. * Google's Gemini model challenges OpenAI's dominance, showing strong performance in chatbot arenas alongside generative AI advancements. * DeepMind's AlphaFold3 gets open-sourced for academic use, while new chips from NVIDIA and Google show significant performance boosts. * Anthropic and TSMC updates highlight strategic funding, regulation influences, and the complex dynamics of AI hardware and international policy. Subscribe here: RSS: http://bit.ly/AItalkRSS iTunes: http://bit.ly/AItalkiTunes Spotify: http://bit.ly/AItalkSpotify Pocket Casts: http://bit.ly/AItalkPocketcasts Timestamps + Links: (00:00:00) Intro / Banter (00:02:44) News Preview (00:03:34) Sponsor Break Tools & Apps (00:04:36) OpenAI, Google and Anthropic Are Struggling to Build More Advanced AI (00:16:22) OpenAI Nears Launch of AI Agent Tool to Automate Tasks for Users (00:19:14) Google drops new Gemini model and it goes straight to the top of the LLM leaderboard (00:19:14) Chinese AI startup takes aim at OpenAI's Sora with image-to-video tool launch (00:20:04) Introducing the Forge Reasoning API Beta and Nous Chat: An Evolution in LLM Inference Applications & Business (00:23:47) OpenAI Discusses AI Data Center That Could Cost $100 Billion (00:26:48) Elon Musk's massive AI data center gets unlocked — xAI gets approved for 150MW of power, enabling all 100,000 GPUs to run concurrently (00:29:34) Newest Google and Nvidia Chips Speed AI Training (00:34:45) Ex-OpenAI CTO Murati’s New Team Takes Shape (00:34:45) Amazon Discussing New Multibillion-Dollar Investment in Anthropic Projects & Open Source (00:37:52) Google DeepMind open-sources AlphaFold 3, ushering in a new era for drug discovery and molecular biology (00:41:29) Near plans to build world’s largest 1.4T parameter open-source AI model Research & Advancements (00:45:38) The Super Weight in Large Language Models (00:55:42) Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task (01:03:47) Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models (01:08:14) Contextualized Evaluations: Taking the Guesswork Out of Language Model Evaluations Policy & Safety (01:11:14) The Code of Practice for general-purpose AI offers a unique opportunity for the EU (01:15:38) Three Sketches of ASL-4 Safety Case Components (01:23:05) U.S Department of Commerce finalizes $6.6 billion CHIPS Act funding for TSMC Fab 21 Arizona site , TSMC cannot make 2nm chips abroad now: MOEA (01:26:21) OpenAI to present plans for U.S. AI strategy and an alliance to compete with China (01:30:42) OpenAI loses another lead safety researcher, Lilian Weng (01:33:00) Outro