Minimize the production impact of ML model updates with Amazon SageMaker shadow testing

Amazon SageMaker now allows you to compare the performance of a new version of a model serving stack with the currently deployed version prior to a full production rollout using a deployment safety practice known as shadow testing. Shadow testing can help you identify potential configuration errors and performance issues before they impact end-users. With … Read more

Improve governance of your machine learning models with Amazon SageMaker

As companies are increasingly adopting machine learning (ML) for their mainstream enterprise applications, more of their business decisions are influenced by ML models. As a result of this, having simplified access control and enhanced transparency across all your ML models makes it easier to validate that your models are performing well and take action when … Read more

Watch this live Nintendo concert featuring holograms of K.K. Slider and Splatoon 3’s idols

Image: Nintendo Move over, Spotify Wrapped. My favorite music thing on the internet this week is Nintendo’s official English translation of its Splatoon 3 and Animal Crossing concert with holograms of the characters from the games. The concert, starring the musical dog K.K. Slider as a DJ and the idol superstars from Splatoon 3, originally … Read more

Transformers: Rise of the Beasts’ first trailer is full of Maximal action

Optimus Primal in his beast mode. | Image: Paramount After years of Paramount’s live-action Transformers movies feeling like they were coasting on their good looks, Transformers: Rise of the Beasts’ first teaser trailer is here to remind everyone that Beast Wars has always been the superior chunk of the larger Transformers franchise. Transformers: Rise of … Read more

Build an agronomic data platform with Amazon SageMaker geospatial capabilities

The world is at increasing risk of global food shortage as a consequence of geopolitical conflict, supply chain disruptions, and climate change. Simultaneously, there’s an increase in overall demand from population growth and shifting diets that focus on nutrient- and protein-rich food. To meet the excess demand, farmers need to maximize crop yield and effectively … Read more

Separate lines of business or teams with multiple Amazon SageMaker domains

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that enables data scientists and developers to perform every step of the ML workflow, from preparing data to building, training, tuning, and deploying models. To access SageMaker Studio, Amazon SageMaker Canvas, or other Amazon ML environments like RStudio on Amazon SageMaker, … Read more

Operationalize your Amazon SageMaker Studio notebooks as scheduled notebook jobs

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In addition to the interactive ML experience, data workers also seek solutions to run notebooks as ephemeral jobs without the need to refactor code as Python modules or learn DevOps tools and best practices … Read more

Amazon CodeCatalyst provides blueprints for collaborative app development

During a keynote at re:Invent 2022 today, Amazon announced CodeCatalyst, a service designed to take away the heavy lifting of working across different codebases, tools and environments to build apps. Based on the concept of blueprints, CodeCatalyst — currently in preview — provides a “single place” developers can use to create an app on Amazon … Read more

OpenAI’s new chatbot can explain code and write sitcom scripts but is still easily tricked

OpenAI’s latest tool / toy is an AI chatbot. | Image: OpenAI OpenAI has released a prototype general purpose chatbot that demonstrates a fascinating array of new capabilities, but also shows off weaknesses familiar to the fast-moving field of text-generation AI. And you can test out the model for yourself right here. ChatGPT is adapted … Read more

The EU wants to legitimize carbon removal schemes

The weekly meeting of the EU Commission on November 30th, 2022 in Brussels, Belgium. | Photo by Thierry Monasse/Getty Images The European Union has taken a major step toward legitimizing attempts to pull carbon dioxide out of the air. Yesterday, the European Commission adopted a proposal for new rules on how to certify carbon removal, … Read more

RDNA 2 quietly arrives in budget laptops

A very boring render of the IdeaPad 1 from Lenovo’s website. | Image: Lenovo Back in September, AMD launched some of the first mobile chips from its upcoming Ryzen 7000 line, the budget-oriented “Mendocino” series. At launch, they were described as tailored to “the everyday laptop,” combining last-gen Zen 2 CPU cores with high-end RDNA … Read more

Netflix is letting more subscribers preview its films and TV shows, report says

Content is king for streaming services, and Netflix may be going the extra mile to ensure its content is up to par with subscribers. According to the Wall Street Journal, Netflix’s prerelease screening program will soon enlist tens of thousands of subscribers to preview new movies and shows and provide their feedback. Netflix declined to … Read more