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Editor’s Note: This is the second post in a series that shares insights from our journey to enhance our software supply chain security story at Palantir. This post provides background on how Palantir integrates threat modeling into product development. Introduction Palantir has always placed security as a first-order consideration in our products and it serves …
Today, we are excited to announce that Pixtral 12B (pixtral-12b-2409), a state-of-the-art vision language model (VLM) from Mistral AI that excels in both text-only and multimodal tasks, is available for customers through Amazon SageMaker JumpStart. You can try this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models …
Read more “Pixtral 12B is now available on Amazon SageMaker JumpStart”
Conventional fraud detection methods have a hard time keeping up with increasingly sophisticated criminal tactics. Existing systems often rely on the limited data of individual institutions, and this hinders the detection of intricate schemes that span multiple banks and jurisdictions. To better combat fraud in cross-border payments, Swift, the global provider of secure financial messaging …
This paper was accepted for presentation at the International Workshop on Federated Foundation Models (FL@FM-NeurIPS’24), held in conjunction with NeurIPS 2024. Asynchronous protocols have been shown to improve the scalability of federated learning (FL) with a massive number of clients. Meanwhile, momentum-based methods can achieve the best model quality in synchronous FL. However, naively applying …
Read more “Momentum Approximation in Asynchronous Private Federated Learning”
With access to a wide range of generative AI foundation models (FM) and the ability to build and train their own machine learning (ML) models in Amazon SageMaker, users want a seamless and secure way to experiment with and select the models that deliver the most value for their business. In the initial stages of an ML …
The automotive industry is facing a profound transformation, driven by the rise of CASE, — connected cars, autonomous and automated driving, shared mobility, and electrification. Simultaneously, manufacturers face the imperative to further increase efficiency, automate manufacturing, and improve quality. AI has emerged as a critical enabler of this evolution. In this dynamic landscape, Toyota turned …
Generative AI is giving people new ways to experience audio content, from podcasts to audio summaries. For example, users are embracing NotebookLM’s recent Audio Overview feature, which turns documents into audio conversations. With one click, two AI hosts start up a lively “deep dive” discussion based on the sources you provide. They summarize your material, …
Read more “Build and refine your audio generation end-to-end with Gemini 1.5 Pro”
Apple researchers are advancing the field of ML through fundamental research that improves the world’s understanding of this technology and helps to redefine what is possible with it. This work may lead to advancements in Apple’s products and services, and the benefits of the research extend beyond the Apple ecosystem as it is shared with …
Today, we are excited to announce that Mistral-NeMo-Base-2407 and Mistral-NeMo-Instruct-2407—twelve billion parameter large language models from Mistral AI that excel at text generation—are available for customers through Amazon SageMaker JumpStart. You can try these models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for …
HighLevel is an all-in-one sales and marketing platform built for agencies. We empower businesses to streamline their operations with tools like CRM, marketing automation, appointment scheduling, funnel building, membership management, and more. But what truly sets HighLevel apart is our commitment to AI-powered solutions, helping our customers automate their businesses and achieve remarkable results. As …
Read more “How HighLevel built an AI marketing platform with Firestore”