Month: September 2024

Duolingo now offers a portable piano for its music course

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So would you say this is…Loogie green? | Image: Duolingo Duolingo, best known for its language-learning app, has teamed up with the instrument brand Loog to offer a beginner-friendly portable piano. The $249 Loog x Duolingo Piano is meant to complement Duolingo’s similarly gamified music course launched last year. The keyboard is essentially a co-branded … Read more

Google’s revised ad targeting plan triggers fresh competition concerns in UK

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What is going on with Google’s long-touted migration to an alternative adtech stack (aka its Privacy Sandbox proposal)? What indeed. The entire multi-year endeavour to reshape the commercial web looks dangerously close to being killed off after the latest intervention by the U.K.’s antitrust regulator, the Competition and Markets Authority (CMA). This comes on top … Read more

Large Language Models as Optimizers: Meta-Prompt for Prompt Optimization

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:::info Authors: (1) Chengrun Yang, Google DeepMind and Equal contribution; (2) Xuezhi Wang, Google DeepMind; (3) Yifeng Lu, Google DeepMind; (4) Hanxiao Liu, Google DeepMind; (5) Quoc V. Le, Google DeepMind; (6) Denny Zhou, Google DeepMind; (7) Xinyun Chen, Google DeepMind and Equal contribution. ::: Table of Links Abstract and 1. Introduction 2 Opro: Llm … Read more

Fictitious Play for Mixed Strategy Equilibria in Mean Field Games: Abstract and Introduction

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:::info Authors: (1) Chengfeng Shen, School of Mathematical Sciences, Peking University, Beijing; (2) Yifan Luo, School of Mathematical Sciences, Peking University, Beijing; (3) Zhennan Zhou, Beijing International Center for Mathematical Research, Peking University. ::: Table of Links Abstract and 1. Introduction 2 Model and 2.1 Optimal Stopping and Obstacle Problem 2.2 Mean Field Games with … Read more

Meet ALAI Network

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ALAI Network is introducing new approaches to AI-powered trading, offering innovative strategies in the cryptocurrency market. The platform employs advanced technologies to implement two key trading strategies, designed to maximize results while minimizing risks. This press release provides an in-depth look at the two core strategies used by ALAI Network. Strategy 1: “AI Zoo” with … Read more

How Tokenization is Reshaping Institutional Investments

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In this illuminating interview from our ‘Behind the Startup’ series, we sit down with Cloris Chen, the visionary leader behind Cogito Finance. With a rich background spanning both traditional banking at HSBC and the cutting-edge world of decentralized finance, Chen offers unique insights into the future of finance. As Cogito Finance pioneers the tokenization of … Read more

Large Language Models as Optimizers: Meta-Prompt for Math Optimization

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:::info Authors: (1) Chengrun Yang, Google DeepMind and Equal contribution; (2) Xuezhi Wang, Google DeepMind; (3) Yifeng Lu, Google DeepMind; (4) Hanxiao Liu, Google DeepMind; (5) Quoc V. Le, Google DeepMind; (6) Denny Zhou, Google DeepMind; (7) Xinyun Chen, Google DeepMind and Equal contribution. ::: Table of Links Abstract and 1. Introduction 2 Opro: Llm … Read more

Common Pitfalls in LLM Optimization

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:::info Authors: (1) Chengrun Yang, Google DeepMind and Equal contribution; (2) Xuezhi Wang, Google DeepMind; (3) Yifeng Lu, Google DeepMind; (4) Hanxiao Liu, Google DeepMind; (5) Quoc V. Le, Google DeepMind; (6) Denny Zhou, Google DeepMind; (7) Xinyun Chen, Google DeepMind and Equal contribution. ::: Table of Links Abstract and 1. Introduction 2 Opro: Llm … Read more

Optimizing Scoring Models: Effective Prompting Formats

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:::info Authors: (1) Chengrun Yang, Google DeepMind and Equal contribution; (2) Xuezhi Wang, Google DeepMind; (3) Yifeng Lu, Google DeepMind; (4) Hanxiao Liu, Google DeepMind; (5) Quoc V. Le, Google DeepMind; (6) Denny Zhou, Google DeepMind; (7) Xinyun Chen, Google DeepMind and Equal contribution. ::: Table of Links Abstract and 1. Introduction 2 Opro: Llm … Read more