Introducing improvements to the fine-tuning API and expanding our custom models program
We’re adding new features to help developers have more control over fine-tuning and announcing new ways to build custom models with OpenAI.
Reverse Searching Netflix’s Federated Graph
By Ricky Gardiner, Alex Hutter, and Katie Lefevre Since our previous posts regarding Content Engineering’s role in enabling search functionality within Netflix’s federated graph (the first post, where we identify the issue and elaborate on the indexing architecture, and the second post, where we detail how we facilitate querying) there have been significant developments. We’ve opened …
Business process management (BPM) examples
Business Process Management (BPM) is a systematic approach to managing and streamlining business processes. BPM is intended to help improve the efficiency of existing processes, with the goal of increasing productivity and overall business performance. BPM is often confused with other seemingly similar initiatives. For example, BPM is smaller in scale than business process reengineering …
Build a news recommender application with Amazon Personalize
With a multitude of articles, videos, audio recordings, and other media created daily across news media companies, readers of all types—individual consumers, corporate subscribers, and more—often find it difficult to find news content that is most relevant to them. Delivering personalized news and experiences to readers can help solve this problem, and create more engaging …
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SEC climate-related disclosure rules for public companies
On March 6, 2024, the US Securities and Exchange Commission (SEC) adopted rules to enhance and standardize climate-related disclosures by public companies and in public offerings. The commission’s adoption of the rules is two years in the making. The original proposed rules, issued in March 2022, aimed to ensure consistency in how publicly traded companies …
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Seamlessly transition between no-code and code-first machine learning with Amazon SageMaker Canvas and Amazon SageMaker Studio
Amazon SageMaker Studio is a web-based, integrated development environment (IDE) for machine learning (ML) that lets you build, train, debug, deploy, and monitor your ML models. SageMaker Studio provides all the tools you need to take your models from data preparation to experimentation to production while boosting your productivity. Amazon SageMaker Canvas is a powerful …
The winning combination for real-time insights: Messaging and event-driven architecture
In today’s fast-paced digital economy, businesses are fighting to stay ahead and devise new ways to streamline operations, enhance responsiveness and work with real-time insights. We are now in an era defined by being proactive, rather than reactive. In order to stay ahead, businesses need to enable proactive decision making—and this stems from building an …
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Generative AI roadshow in North America with AWS and Hugging Face
In 2023, AWS announced an expanded collaboration with Hugging Face to accelerate our customers’ generative artificial intelligence (AI) journey. Hugging Face, founded in 2016, is the premier AI platform with over 500,000 open source models and more than 100,000 datasets. Over the past year, we have partnered to make it effortless to train, fine-tune, and …
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Build an AI Chatbot using a Generative AI Model with Dialogflow Knowledge Base.
Introduction The exploration focuses on examining the workings of Dialogflow CX, a tool that assists in human-like conversations, and the advanced Gemini Pro model, a highly intelligent AI. It focuses on demonstrating their combined impact in revolutionizing the development of conversational agents. It’s all about how these two join forces to transform how we create …
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Look Mom, Still No Hands!
TL;DR Midjourney 5 is still bad at drawing hands.