Author: Advanced AI Editor
#grokking #openai #deeplearning Grokking is a phenomenon when a neural network suddenly learns a pattern in the dataset and jumps from random chance generalization to perfect generalization very suddenly. This paper demonstrates grokking on small algorithmic datasets where a network has to fill in binary tables. Interestingly, the learned latent spaces show an emergence of the underlying binary operations that the data were created with. OUTLINE: 0:00 – Intro & Overview 1:40 – The Grokking Phenomenon 3:50 – Related: Double Descent 7:50 – Binary Operations Datasets 11:45 – What quantities influence grokking? 15:40 – Learned Emerging Structure 17:35 – The…
❤️ Check out Weights & Biases and sign up for a free demo here: 📝 The paper “Human-Timescale Adaptation in an Open-Ended Task Space” is available here: My latest paper on simulations that look almost like reality is available for free here: Or this is the orig. Nature Physics link with clickable citations: 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov, Alex Balfanz, Alex Haro, Andrew Melnychuk, Benji Rabhan, Bryan Learn, B Shang, Christian Ahlin, Edward Unthank, Eric Martel, Geronimo Moralez, Gordon Child, Jace O’Brien, Jack Lukic, John Le, Jonas,…
Chris Blattman is a professor at the University of Chicago studying the causes and consequences of violence and war. Please support this podcast by checking out our sponsors: – Truebill: – Mizzen+Main: and use code LEX to get $35 off – Grammarly: to get 20% off premium – Indeed: to get $75 credit – Eight Sleep: and use code LEX to get special savings EPISODE LINKS: Chris’s Twitter: Chris’s Website: Why We Fight (book): PODCAST INFO: Podcast website: Apple Podcasts: Spotify: RSS: Full episodes playlist: Clips playlist: OUTLINE: 0:00 – Introduction 1:04 – What is war? 12:14 – Justification for…
DeepMind’s Professor David Silver describes AlphaGo Zero, the latest evolution of AlphaGo, the first computer program to defeat a world champion at the ancient Chinese game of Go. Zero is even more powerful and is arguably the strongest Go player in history. Previous versions of AlphaGo initially trained on thousands of human amateur and professional games to learn how to play Go. AlphaGo Zero skips this step and learns to play simply by playing games against itself, starting from completely random play. In doing so, it quickly surpassed human level of play and defeated the previously published champion-defeating version of…
Recent reports from Chinese social media and news outlets have shared some rumors about an upcoming vehicle that Tesla China is reportedly developing. Rumored to be internally codenamed as “E80,” the vehicle will reportedly be a more affordable variant of the best-selling Model Y crossover. The Model Y “E80” Rumors As per the recent rumors, which were initially posted on Chinese social media, the Model Y “E80” will reportedly be equipped with a 50-55 kWh battery. The vehicle’s launch will reportedly be determined by the market performance of the new Model Y, though some rumors suggest that its rollout could…
Subdivisions.com Subdivisions.com Sets New Standards in AI-Driven Real Estate Miami, FL, April 22, 2025 (GLOBE NEWSWIRE) — Subdivisions.com, a leader in AI-enhanced real estate intelligence, has announced a significant expansion of its mission. Following its successful launch as South Florida’s premier subdivision search platform, the company is now evolving into the essential intelligence layer that will power its AI real estate copilot, redefining how homebuyers and investors discover properties. Since its debut in late 2023, Subdivisions.com has curated and structured thousands of South Florida’s residential subdivisions. This effort delivers hyperlocal insights into pricing trends, inventory dynamics, community lifestyles, and comparable…
Researchers from the Center for AI Safety (CAIS), MIT’s Media Lab, the Brazilian university UFABC, and the pandemic prevention non-profit SecureBio have found that leading artificial intelligence models can outperform experienced, PhD-level virologists in troubleshooting complex laboratory procedures. The findings, detailed in a new study introducing the Virology Capabilities Test (VCT), demonstrate AI’s proficiency in specialized scientific tasks but also highlight serious dual-use concerns, suggesting these tools could lower the barrier for creating dangerous biological agents. The VCT benchmark, consisting of 322 questions and detailed further in its research paper, was designed specifically to measure an AI’s ability to assist…
Alibaba’s (BABA) (HK:9988) upgraded AI app, Quark, crushed ByteDance’s Doubao and DeepSeek to become the top app in China. Alibaba’s Hong Kong-listed shares jumped over 5% at the time of writing, bringing year-to-date gains to more than 30%. Meanwhile, U.S.-listed BABA stock has surged over 25% so far this year.Stay Ahead of the Market: The news offered some relief to investors, as BABA stock had fallen 24% over the past 30 days following U.S. President Donald Trump’s announcement of steep tariffs on China, which triggered retaliatory measures from Beijing. Most recently, Trump imposed a 145% reciprocal tariff on Chinese goods.…
Moveworks Unveils AI Agent Marketplace to Enable AI Agent Discovery and Deployment in Minutes Now available within Agent Studio, AI Agent Marketplace provides organizations with instant access to hundreds of pre-built, installable AI Agents to automate business processes Today at Moveworks.global, Moveworks, the leading agentic AI Assistant for the enterprise, unveiled AI Agent Marketplace, a unified surface with more than 100 pre-built agents that enables users to quickly discover, install, and deploy agents that automate business processes. What once took weeks to build can now be installed and deployed in mere minutes. By providing organizations with a fast and easy…