InfoQ Homepage News
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ML.NET 2.0 Release Contains New NLP APIs and AutoML Updates
Microsoft announced the release of ML.NET 2.0, the open-source machine learning framework for .NET. The release contains several updated natural language processing (NLP) APIs, including Tokenizers, Text Classification, and Sentence Similarity, as well as improved automated ML (AutoML) features.
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AWS Announces Upcoming Security Changes in April 2023 for Amazon S3
Recently AWS announced it would make two changes to Amazon Simple Storage Service (Amazon S3): all buckets in a region will have S3 Block Public Access enabled and access control lists (ACLs) disabled by default. These changes will take effect in April 2023 and will be rolled out by the company in all AWS regions within weeks.
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Spotify Releases Enterprise Plugin Bundle for Backstage
Spotify has released five plugins for Backstage as a purchasable bundle. The five plugins cover a variety of use cases including compliance, access control, employee education and satisfaction, and usage metrics. The plugins are a mix of existing Spotify tooling and new development specifically for this bundle.
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OpenAI Unveils a Powerful, Cost-Effective, and User-Friendly Embedding Model
OpenAI is introducing text-embedding-ada-002, a cutting-edge embedding model that combines the capabilities of five previous models for text search, text similarity, and code search. This new model outperforms the previous most capable model, Davinci, on most tasks, while being significantly more cost-effective at 99.8% lower pricing.
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OCaml 5 Brings Support for Concurrency and Shared Memory Parallelism
Several years in the making, OCaml 5 introduces runtime support for shared memory parallelism and effect handlers, which are the basis for exception handling, concurrency, async I/O, and more.
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Google Cloud Introduces Autoclass for Cloud Storage to Automatically Optimize Costs
Google Cloud recently announced the availability of Autoclass for Cloud Storage, a bucket-level setting that automates the lifecycle management of objects based on their last access time. The new feature simplifies cost optimization for workloads with unpredictable and unknown access patterns.
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AWS Releases Open-Source Tool for Command-Line Container Management
AWS has released Finch, an open-source, cloud-agnostic, command-line client for building, running, and publishing Linux containers. Finch bundles together a number of open-source components such as Lima, nerdctl, containerd, and BuildKit. At the time of release, Finch is a native macOS client with support for all Mac CPU architectures.
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PostgreSQL-Compatible AlloyDB Now Generally Available on Google Cloud
Recently Google announced the general availability (GA) of AlloyDB for PostgreSQL, a fully-managed, PostgreSQL-compatible database service providing scale-out compute and storage, integrated analytics, and AI/ML-powered management.
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Learnings from Applying Psychological Safety across Teams
Applying ideas from psychological safety can enable people to speak up in teams about what they don't know, don't understand, or mistakes they have made. Trust and creating safe spaces are essential, but more is needed. People need to feel that they will not be punished or embarrassed if they take interpersonal risks.
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Spring Authorization Server 1.0 Provides Oauth 2.1 and OpenID Connect 1.0 Implementations
More than two-and-a-half years after being introduced to the Java community, VMWare has released Spring Authorization Server 1.0. Built on top of Spring Security, the Spring Authorization Server project supports the creation of OpenID Connect 1.0 Identity Providers and OAuth 2.1 Authorization Servers. The project supersedes the Spring Security OAuth project which is no longer maintained.
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Microsoft Previews a Managed Migration Service with Azure Storage Mover
Microsoft recently announced the preview of Azure Storage Mover, a fully-managed, hybrid migration service.
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Grafana Releases New Frontend Observability SDK and Backend Profiling Database
Grafana has announced two new additions to its suite of observability and monitoring tooling. Grafana Faro is an open-source web SDK for real user monitoring (RUM) of browser frontend applications. Grafana Phlare is an open-source backend database for storing and querying profiling data. A new flame graph panel is available to facilitate visualizing and interpreting the collected profile data.
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Linux 6.1 Officially Adds Support for Rust in the Kernel
After over two years in development, support for using Rust for kernel development has entered a stable Linux release, Linux 6.1, which became available a couple of weeks ago.
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How Twitter Automated Data Quality Check Process
Twitter engineering has recently shared a blog post on how they architected and developed a quality automation platform. Twitter digests and creates thousands of data sets for different data products and applications. The next natural step is to make sure of the quality of the data by adding automation on top of it. In this news post, we explore this architecture in more detail.
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Meta's CICERO AI Wins Online Diplomacy Tournament
Meta AI Research recently open-sourced CICERO, an AI that can beat most humans at the strategy game Diplomacy, a game that requires coordinating plans with other players. CICERO combines chatbot-like dialogue capabilities with a strategic reasoning, and recently placed first in an online Diplomacy tournament against human players.