InfoQ Homepage News
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Feature Engineering at AirBnb Using Chronon
To increase productivity and scalability when creating new features to use in machine learning models, AirBnb has built Chronon, a solution to create the infrastructure required to turn raw data into features for training and inference.
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MDN Introduces Web Development AI Help in Beta
Mozilla Developer Network (MDN) has released AI Help, a beta tool aiming to streamline web developers' interactions with the platform and provide problem-solving assistance. Only users with an MDN Plus account can access AI Help for now. So far, the community reaction has not been overly positive, and a number of GitHub issues have been reported.
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Meta Open Sourced AudioCraft, its Text-to-Music Generative AI
Meta has open sourced its text-to-music generative AI, AudioCraft, for researchers and practitioners to train their own models and help advance the state of the art.
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Faster Container Startup in AWS Fargate with Seekable OCI
AWS recently announced support for Seekable Open Container Initiative (SOCI) with AWS Fargate. SOCI enables lazy-loading of images which reduces container start-up times on Amazon Elastic Container Service (ECS). In addition, AWS released two tools, SOCI Index Builder and SOCI Snapshotter, to help its customers take advantage of this new functionality.
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Building a Lifelong Technical Career in Software Development
Technical experience matters because it adds to the value chain. In engineering companies, the technical knowledge accumulated by people over many years can provide the basis for the next generation of products and projects. Sven Reimers spoke about building a lifelong technical career in software development at QCon London 2023.
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AWS Launches General Availability of Amazon EC2 P5 Instances for AI/ML and HPC Workloads
AWS recently announced the general availability (GA) of Amazon EC2 P5 instances powered by the latest NVIDIA H100 Tensor Core GPUs suitable for users that require high performance and scalability in AI/ML and HPC workloads. The GA is a follow-up to the earlier announcement of the development of the infrastructure.
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Avalonia Reaches v11 GA Release
Beginning this month, the Avalonia team announced the release of version 11.0 of their framework, bringing significant changes and new features. These changes include features like automated testing capabilities, improved accessibility support, the introduction of Input Method Editor (IME) support for text input, and advanced text rendering and layout options.
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AWS to Begin Charging for Public IPv4 Addresses
AWS recently announced that starting from February 2024, they will be charging for public IPv4 addresses. According to the cloud provider, this change aligns AWS with other cloud providers, encourages frugal usage of a scarce resource, and accelerates the adoption of IPv6.
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AWS Introduces a Generative AI-Powered Clinical Documentation Tool with HealthScribe in Preview
AWS recently announced a new HIPAA-eligible service called AWS HealthScribe in a preview that uses speech recognition and generative AI (powered by Amazon Bedrock) to generate clinical documentation.
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New C# 12 Preview Features Available
Earlier this month, together with Visual Studio 17.7 Preview 3, Microsoft released new preview features for C# 12. The new language version will be the default for .NET 8, expected to be released later this year. The latest available features for C# 12 are inline arrays and interceptors (preview only).
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Researchers Publish Attack Algorithm for ChatGPT and Other LLMs
Researchers from Carnegie Mellon University (CMU) have published LLM Attacks, an algorithm for constructing adversarial attacks on a wide range of large language models (LLMs), including ChatGPT, Claude, and Bard. The attacks are generated automatically and are successful 84% of the time on GPT-3.5 and GPT-4, and 66% of the time on PaLM-2.
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OpenTelemetry Protocol (OTLP) 1.0.0 Released
Recently, the OpenTelemetry Protocol (OTLP) 1.0.0 was released. OLTP specification describes telemetry data's encoding, transport, and delivery mechanism between telemetry sources, intermediate nodes such as collectors, and telemetry backends. It is a general-purpose telemetry data delivery protocol designed in the scope of the OpenTelemetry project.
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Java News Roundup: Grails 6.0, PrimeFaces 13.0, JUnit 5.10, GraalVM, TornadoVM, New JEP Drafts
This week's Java roundup for July 24th, 2023, features news from OpenJDK, JDK 22, JDK 21, GraalVM Community Components 23.0.1, Spring Cloud 2022.0.4, Spring Security and Spring Shell point releases, Grails 6.0, TornadoVM 0.15.2, Liberica NIK 23.0.1, PrimeFaces 13.0, Quarkus 3.2.2, Hibernate Reactive 2.0.4, Micronaut 4.0.2, JBang 0.110, JHipster Lite 0.39, JUnit 5.10 and Gradle 8.3-RC2.
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F# Extends its String Interpolation Syntax to Reduce Escaping
F# has introduced a new syntax feature in preview to make it easier to work with interpolated strings. The main advantage of the new syntax is it allows to customize how many curly braces delimit an interpolated expression, thus reducing the need for escaping special characters.
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Microsoft Releases .NET 8 Preview 6
Earlier this month, Microsoft released the sixth preview of .NET 8. The new version of the framework, expected to be released later this year, will be a Long Term Support (LTS) release. This preview brings performance improvements and features such as a new WASM mode, more source generators, library updates, and NativeAOT support on iOS.