compound ai systems

The Shift from Models to Compound AI Systems

AI caught everyone’s attention in 2023 with Large Language Models (LLMs) that can be instructed to perform general tasks, such as translation or coding, just by prompting. This naturally led to an intense focus on models as the primary ingredient in AI application development, with everyone wondering what capabilities new LLMs will bring. As more …

Amazon unveils largest text-to-speech model ever made

A team of artificial intelligence researchers at Amazon AGI announced the development of what they are describing as the largest text-to-speech model ever made. By largest, they mean having the most parameters and using the largest training dataset. They have published a paper on the arXiv preprint server describing how the model was developed and …

Five AI Personalization Tools to Watch

Understanding customers’ individual needs and preferences has never been more critical for businesses striving to stay ahead in the competitive market. Marketing personalization is no longer nice to have. It’s a must-have for brands looking to optimize conversions and build customer loyalty. With advancements in artificial intelligence (AI), marketers now have a powerful arsenal of …

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Building with Palantir AIP: The Ontology Software Development Kit

By Chad Wahlquist, Palantir Forward Deployed Architect Welcome to another installment of our Building with Palantir AIP series, where Palantir engineers and architects take you through how to build end-to-end workflows using our Artificial Intelligence Platform (AIP). In this video, we’ll cover the Ontology Software Development Kit (OSDK). https://medium.com/media/2cc927ed3fd14cd762f6963251fbf3d2/href IntroductionWe’ll explore how the OSDK enables you …

What are Breach and Attack Simulations?

Breach and Attack Simulation (BAS) is an automated and continuous software-based approach to offensive security. Similar to other forms of security validation such as red teaming and penetration testing, BAS complements more traditional security tools by simulating cyberattacks to test security controls and provide actionable insights. Like a red team exercise, breach and attack simulations …

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Code Llama 70B is now available in Amazon SageMaker JumpStart

Today, we are excited to announce that Code Llama foundation models, developed by Meta, are available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. Code Llama is a state-of-the-art large language model (LLM) capable of generating code and natural language about code from both code and natural language prompts. …