Investments Pay Off for MSFT ๐Ÿ’ฐ // Apple's Language Models ๐ŸŽ // Improved Language Search ๐Ÿ”Ž

Investments Pay Off for MSFT ๐Ÿ’ฐ // Apple's Language Models ๐ŸŽ // Improved Language Search ๐Ÿ”Ž

Author: Earkind April 26, 2024 Duration: 13:50

Microsoft's investment in AI is paying off, with a 17% jump in revenue and a 20% increase in profit for the first three months of the year.

Apple has released eight small AI language models aimed at on-device use, using a "layer-wise scaling strategy" to improve performance and transparency.

Multi-Head Mixture-of-Experts is a new approach to address issues with Sparse Mixtures of Experts, outperforming existing models on three different tasks.

Stream of Search (SoS) is a new technique for teaching language models to search, resulting in improved search accuracy and the ability to solve previously unsolved problems.

Contact:ย ย sergi@earkind.com

Timestamps:

00:34 Introduction

01:28ย Microsoft Reports Rising Revenues as A.I. Investments Bear Fruit

03:14ย Apple releases eight small AI language models aimed at on-device use

05:00 Fake sponsor

07:01ย Multi-Head Mixture-of-Experts

08:43ย Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Perfect Reasoners

10:30ย Stream of Search (SoS): Learning to Search in Language

12:31 Outro


Each morning, GPT Reviews serves up a fresh, slightly chaotic conversation about everything happening in artificial intelligence. This daily podcast from Earkind is actually crafted by AI, offering a unique blend of the latest headlines, major announcements, and intriguing research plucked from sources like arXiv. But itโ€™s far from a dry briefing. The dynamic comes from its four distinct hosts: Giovani Pete Tizzano brings relentless optimism as an AI enthusiast, while Robert, the analyst, provides a grounded and often skeptical counterpoint. Olivia, whoโ€™s deeply embedded in online communities, shares the buzz and broader reactions, and Belinda, the witty research expert, helps unpack the technical details with clarity and a sharp sense of humor. Tuning in feels like dropping into a lively roundtable where complex ideas are debated, explained, and occasionally laughed about. Youโ€™ll get a comprehensive yet digestible overview of the AI landscape, all wrapped in a format thatโ€™s as entertaining as it is informative. The result is a consistently engaging listen that keeps you updated without feeling like homework, making it a standout in the daily news podcast space.
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