pfl-research: Simulation Framework for Accelerating Research in Private Federated Learning

Federated Learning (FL) is an emerging ML training paradigm where clients own their data and collaborate to train a global model without revealing any data to the server and other participants. Researchers commonly perform experiments in a simulation environment to quickly iterate on ideas. However, existing open-source tools do not offer the efficiency required to …

The CFO’s role in the age of generative AI

CFOs are the stewards of investment capital, orchestrating a movement with transformative technology and innovation to evolve businesses, accelerate revenue streams and drive meaningful outcomes. The current business environment has CFOs facing headwinds for decision-making in less-than-ideal conditions with rapidly shifting regulations, tedious reporting standards, ESG requirements and inflationary pressures; however, the need for growth …

image001 1024x428 1

RAG architecture with Voyage AI embedding models on Amazon SageMaker JumpStart and Anthropic Claude 3 models

This post is a guest post co-written with Tengyu Ma and Wen Phan from Voyage AI. Organizations today have access to vast amounts of data, much of it proprietary, which holds the potential to unlock valuable insights when used effectively in generative artificial intelligence (AI) applications. Retrieval Augmented Generation (RAG) is a powerful technique designed …

Vertex AI at I/O: Bringing new Gemini and Gemma models to Google Cloud customers

Vertex AI is Google Cloud’s fully-managed, unified development platform for leveraging models at scale, with a selection of over 150 first-party, open, and third-party foundation models; for customizing models with enterprise-ready tuning, grounding, monitoring, and deployment capabilities; and for building AI agents.  Customers such as ADT, IHG Hotels & Resorts, ING Bank, Verizon, and more …

12AHN7HbJXqbgVeDdzuyvHyTw

The Faces Behind Palantir’s Early Talent Program

Meet our inspiring Hiring Managers Editor’s note: Technical Recruiter Rachel Ohayon speaks with Hiring Managers to learn more about their career journeys and life at Palantir. Are you eager to join Palantir’s Early Talent program? Our Early Talent program focuses on engineering hiring for new grad roles and internships. In this blog post, we shine a …

Upskilling and reskilling for talent transformation in the era of AI

Artificial intelligence (AI) represents a once-in-a-lifetime change management opportunity that might decide who wins and losses across every industry. As the AI era takes shape through digital transformation initiatives, executives and employees alike are contemplating how it affects employment and the skills needed to stay ahead. This is where AI upskilling and reskilling come into …

ml16036 00

Evaluation of generative AI techniques for clinical report summarization

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock. This is a fully managed service that offers a choice …