New Atlas Robot from Boston Dynamics ๐Ÿค– // Stable Assistant Chatbot โœ… // Many-Shot Learning ๐Ÿ”

New Atlas Robot from Boston Dynamics ๐Ÿค– // Stable Assistant Chatbot โœ… // Many-Shot Learning ๐Ÿ”

Author: Earkind April 18, 2024 Duration: 14:41

Boston Dynamics has revealed their new Atlas robot, which boasts impressive dexterity and agility, and is designed for real-world applications.

Stable Assistant, a chatbot powered by Stability AI's text and image generation technology, is now available via an API on the Stability AI developer platform, and features Stable Diffusion 3 and Stable LM 2 12B.

Google DeepMind's "Many-Shot In-Context Learning" proposes a new method of learning from a few examples in a specific context, and found that Reinforced and Unsupervised ICL settings can be quite effective in the many-shot regime.

AWS AI Labs' "Fewer Truncations Improve Language Modeling" introduces a new method called Best-fit Packing that packs documents into training sequences through length-aware combinatorial optimization, and achieved superior performance compared to concatenation.ย 

Contact:ย ย sergi@earkind.com

Timestamps:

00:34 Introduction

01:25ย Boston Dynamics reveals the new Atlas robot

02:47ย Stable Diffusion 3 API now available as Stable Assistant effort looms

04:54ย Cyc: history's forgotten AI project

06:12 Fake sponsor

08:02ย Many-Shot In-Context Learning

09:59ย Fewer Truncations Improve Language Modeling

11:38ย Can Language Models Solve Olympiad Programming?

13:12 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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