Investments Pay Off for MSFT πŸ’° // Apple's Language Models 🍎 // Improved Language Search πŸ”Ž

Investments Pay Off for MSFT πŸ’° // Apple's Language Models 🍎 // Improved Language Search πŸ”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:Β Β sergi@earkind.com

Timestamps:

00:34 Introduction

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

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

05:00 Fake sponsor

07:01Β Multi-Head Mixture-of-Experts

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

10:30Β 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 it’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, who’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. You’ll get a comprehensive yet digestible overview of the AI landscape, all wrapped in a format that’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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