OpenAI has released its latest language model, GPT-4, which has several new features that set it apart from previous versions like ChatGPT and GPT-3.5. The five biggest differences are that GPT-4: - can understand and process images, - is harder to trick, - has a longer memory, - is more multilingu.. read more  

The article discusses the use of orchestrators in automating machine learning processes and ensuring the reproducibility of results. The three main orchestrators discussed areKubeflow Pipelines,Airflow, andPrefect. The article compares the advantages and disadvantages of each orchestrator and concl.. read more  

Buzzfeed shares its experience in incorporating generative AI product (like OpenAI's GPT) last year. Buzzfeed says AI will bring a new era of creativity that opens up fresh content formats and novel ways for content creators to interact with audiences. Buzzfeed staff used OpenAI playground to unde.. read more  

Shopify has enhanced its machine learning platform, Merlin, to include an end-to-end machine learning workflow. Merlin Online Inference is a flexible, robust, and low-latency solution that enables Shopify to deploy machine learning models in real-time at scale. With the growing importance of close .. read more  

Learn how to speed up training of PyTorch and Hugging Face models using a reduction server through Vertex AI feature, optimizing bandwidth and latency to distribute training across multiple Nvidia GPUs. The all-reduce based algorithm synchronously averages gradients across multiple devices, reducin.. read more  

This article is about usingKyverno, a Kubernetes-native policy engine, to enforce best practices in Kubernetes deployments. Kyverno can provide immediate feedback to application developers if they are deviating from best practices, reducing the feedback loop between deployment attempts and identifyi.. read more  

The blog post is about deploying an application in an EKS cluster and monitoring it with Prometheus. It covers the use ofServiceMonitors, which specify how Prometheus should monitor a set of targets that belong to a Kubernetes service. The blog also explains Exporters, which are software component.. read more  

With the GA launch of Cloud Pub/Sub’s schema evolution feature, Pub/Sub now supports safe and convenient modifications to Pub/Sub schemas... read more  

Google has introduced regional and multiregional configurations for Cloud Spanner, along with configurable readonly replicas, and zerodowntime instance moves. Cloud Spanner offers three types of replicas: readwrite, readonly, and witness. The move to a new configuration is now possible without down.. read more