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Articles by James Yi
Accelerate Enterprise AI Development using Weights & Biases and Amazon Bedrock AgentCore | Amazon Web Services
This post is co-written by Thomas Capelle and Ray Strickland from Weights & Biases (W&B). Generative artificial intelligence (AI) adoption is accelerating across enterprises, evolving from simple foundation model interactions to sophisticated agentic workflows. As organizations transition from proof-of-concepts to production deployments, they require robust tools for development, evaluation, and monitoring of AI applications at scale.
Powering enterprise search with the Cohere Embed 4 multimodal embeddings model in Amazon Bedrock | Amazon Web Services
The Cohere Embed 4 multimodal embeddings model is now available as a fully managed, serverless option in Amazon Bedrock. Users can choose between to manage unplanned traffic bursts by utilizing compute resources across different AWS Regions. Real-time information requests and time zone concentrations are example events that can cause inference demand to exceed anticipated traffic. The new Embed 4 model on Amazon Bedrock is purpose-built for analyzing business documents.
Cohere Embed 4 multimodal embeddings model is now available on Amazon SageMaker JumpStart | Amazon Web Services
This post is co-written with Payal Singh from Cohere. The Cohere Embed 4 multimodal embeddings model is now generally available on Amazon SageMaker JumpStart. The Embed 4 model is built for multimodal business documents, has leading multilingual capabilities, and offers notable improvement over Embed 3 across key benchmarks. In this post, we discuss the benefits and capabilities of this new model. We also walk you through how to deploy and use the Embed 4 model using SageMaker JumpStart.
Unlocking the future of underwater defense: How the U.S. Navy and DIU are leading AI innovation with AWS | Amazon Web Services
The U.S. Navy has long been at the forefront of innovation, particularly when it comes to securing our nation’s interests beneath the waves. As the challenges of underwater defense continue to evolve, the Navy, in partnership with the Defense Innovation Unit (DIU), has embarked on a groundbreaking initiative to harness the power of artificial intelligence (AI) and machine learning (ML) for underwater target threat detection.
Streamline scalable AI governance with Domino in AWS Marketplace | Amazon Web Services
Enterprise AI adopters are setting big innovation goals that will demand more from their governance capabilities. Domino Data Lab, an AWS Partner and seller in AWS Marketplace, provides its Enterprise AI Platform to help organizations balance speed of innovation with governance requirements.
Cohere Rerank 3.5 is now available in Amazon Bedrock through Rerank API | Amazon Web Services
We are excited to announce the availability of Cohere’s advanced reranking model Rerank 3.5 through our new Rerank API in Amazon Bedrock. This powerful reranking model enables AWS customers to significantly improve their search relevance and content ranking capabilities. This model is also available for Amazon Bedrock Knowledge Base users.
AI Governance with Domino Data Lab on AWS: From Policies to Practices | Amazon Web Services
By David Schulman, Sr. Director of Partner Marketing – Domino Data Lab By James Yi, Sr. AI/ML Partner Solutions Architect – AWS As Artificial intelligence (AI) adoption accelerates and the regulatory landscape becomes more complex, the need for robust AI governance frameworks is no longer a distant consideration—it’s a pressing necessity. The stakes are high: businesses must navigate an environment where the risks associated with AI are multiplying, and the regulatory scrutiny is intensifying.
Amazon SageMaker unveils the Cohere Command R fine-tuning model
Anthony Scaramucci 2 hours ago Democrats Have Made a 'Horrific Mistake,' Says SkyBridge Capital’s Anthony Scaramucci coindesk.com - Helene Braun • 2h The former White House Communications Director under President Trump spoke in an exclusive interview with CoinDesk’s Jennifer Sanasie. Democrats' … Salesforce 4 hours ago Exclusive: Salesforce mandates October return to office sfstandard.com - Kevin V.
Getting Started with Generative AI Using Hugging Face Platform on AWS | Amazon Web Services
By Simon Brandeis, Software Engineer – Hugging Face By Philipp Schmid, Tech Lead – Hugging Face By Julien Simon, Chief Evangelist – Hugging Face By James Yi, Sr. AI/ML Partner Solutions Architect – AWS The emergence of generative artificial intelligence (AI) has garnered significant attention on a global scale, fueling the proliferation of applications rooted in this cutting-edge technology.
Understanding and Monitoring Embeddings in Amazon SageMaker with WhyLabs AI Observatory Platform | Amazon Web Services
By Andre Elizondo, Principal Solutions Architect – WhyLabs By Shun Mao, Sr. Partner Solutions Architect – AWS By James Yi, Sr. Partner Solutions Architect – AWS With the rise of large language models (LLMs), natural language processing (NLP), and generative AI models, embeddings are becoming a critical piece of data in more machine learning (ML) use cases.
Hey Prohibitionists. This Is All You Need to Know About the Cannabis Plant
The more you know, the less there is to fear. Free Book Preview Cannabis Capital Learn how to get your business funded in the Cannabis economy! Email Will be used in accordance with our Privacy Policy and in our Book of the Week newsletter April 19, 2021 10 min read Opinions expressed by Entrepreneur contributors are their own. Fifty years ago, "420" became part of the public lexicon and eventually grew into a worldwide celebration of cannabis and its culture.
How the pandemic is changing the way leaders approach climate action goals
Many of the world's biggest fast moving consumer goods companies are lagging in the execution of their no-deforestation commitments. Image: Paul Keller via Flickr, CC BY 2.0 By Aida Greenbury and James Yi Aug. 21, 2020 The pandemic has provided a wake-up call for companies and governments that were set to miss their 2020 sustainability targets, believes sustainability and risk management veteran Aida Greenbury.
Design and Analysis of a Novel Split Sliding Variable Nozzle for Turbocharger Turbine
Variable geometry turbine (VGT) has been widely applied in internal combustion engines to improve engine transient response and torque at light load. One of the most popular VGTs is the variable nozzle turbine (VNT) in which the nozzle vanes can be rotated along the pivoting axis and thus the flow passage through the nozzle can be adjusted to match with different engine operating conditions.
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