InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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OpenAI's CriticGPT Catches Errors in Code Generated by ChatGPT
OpenAI recently published a paper about CriticGPT, a version of GPT-4 fine-tuned to critique code generated by ChatGPT. When compared with human evaluators, CriticGPT catches more bugs and produces better critiques. OpenAI plans to use CriticGPT to improve future versions of their models.
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Java News Roundup: Project Leyden Early-Access Builds, LangChain4j, JReleaser, Groovy
This week's Java roundup for July 1st, 2024 features news highlighting: the debut of the Project Leyden early-access builds, LangChain4j 0.32.0, JReleaser 1.13.0, Apache Groovy point and milestone releases and updates on Jakarta EE 11 and initial discussions on Jakarta EE 12.
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Microsoft Releases .NET 9 Preview 5
Last month, Microsoft released the fifth preview of .NET 9. This preview brings performance improvements and features such as enhanced AI capabilities, prioritized unbounded channel, substring searching with SearchValues, and more flexible active linking in OpenTelemetry.
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Distill CLI: Amazon CTO Werner Vogels Unveils Rust-Powered Media Summarization Tool
Werner Vogels, CTO of Amazon, has recently launched Distill CLI, a personal project written in Rust. The open-source tool leverages Amazon Transcribe and Amazon Bedrock to generate summaries of audio recordings directly from the command line.
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Java News Roundup: Jakarta EE 11-M4, MicroProfile, InfoQ Dev Summit, KCDC, Commonhaus Foundation
This week's Java roundup for June 24th, 2024, features news highlighting: the Milestone 4 release of Jakarta EE 11; release candidates for updated MicroProfile specifications targeted for MicroProfile 7.0; the first-ever InfoQ Dev Summit Boston conference; the 2024 Kansas City Developer Conference (KCDC); and new projects that have joined the Commonhaus Foundation.
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Amazon Brings AI Assistant to Software Development as Part of Amazon Q Suite
Amazon has recently released Amazon Q Developer Agent, an AI-powered assistant that uses natural language input from developers to generate features, bug fixes, and unit tests within an integrated development environment (IDE). It employs large language models and generative AI to understand a developer's natural language request, and then generate the necessary code changes.
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How Data Mesh Platforms Connect Data Producers and Consumers
A challenge that companies often face when exploiting their data in data warehouses or data lakes is that ownership of analytical data is weak or non-existent, and quality can suffer as a result. A data mesh is an organizational paradigm shift in how companies create value from data where responsibilities go back into the hands of producers and consumers.
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InfoQ Dev Summit Boston: Being a Responsible Developer in the Age of AI Hype
At InfoQ Dev Summit in Boston, Justin Sheehy of Akamai delivered an insightful opening keynote on being a responsible developer in the age of artificial intelligence (AI) hype. The talk was aimed at software practitioners who might be feeling overwhelmed by the rapid developments and inflated expectations surrounding AI.
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Meta's Chameleon AI Model Outperforms GPT-4 on Mixed Image-Text Tasks
The Fundamental AI Research (FAIR) team at Meta recently released Chameleon, a mixed-modal AI model that can understand and generate mixed text and image content. In experiments rated by human judges, Chameleon's generated output was preferred over GPT-4 in 51.6% of trials, and over Gemini Pro in 60.4%.
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Pinterest Shuts down One of the World's Largest HBase Deployments
The engineering team at Pinterest recently deprecated their HBase clusters due to high maintenance and infrastructure costs, a lack of Hbase experts, and limited product functionalities. Following Pinterest’s move to TiDB and other database technologies, the community questions whether this is another sign of the decline of the non-relational database that runs on top of Hadoop and HDFS.
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WDL 1.2.0: Enhancing Workflow Description Language for Bioinformatics
The Workflow Description Language (WDL) team has announced the release of WDL 1.2.0, a significant update to improve workflow descriptions' flexibility and usability in bioinformatics. This new version introduces several key features and enhancements that promise to streamline workflow management and execution, making it easier for developers and researchers to implement and manage workflows.
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Java News Roundup: Keycloak 25, Jakarta EE 11 Update, Spring Framework, Hibernate ORM, Vaadin 24.4
This week's Java roundup for June 10th, 2024, features news highlighting: Keycloak 25, release reviews for Jakarta Authentication 3.1 and Jakarta Security 4.0, Spring Framework 6.2.0-M4 and corresponding service releases, Spring Data service releases, Hibernate 6.6.0.CR1 and 7.0.0.Alpha3, and the release of Vaadin 24.4.
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Apple WWDC: iOS18 and Apple Intelligence Announcements
At WWDC 2024 Apple unveiled "Apple Intelligence," a suite of AI features coming to iOS 18, iPadOS 18, and macOS Sequoia. Apple’s aim with Apple Intelligence is to seamlessly integrate AI into the core of the iPhone, iPad, and Mac experience.
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OpenAI Releases Official .NET Library
Last week, OpenAI unveiled the first beta version of its official .NET library, which is available as a NuGet package for .NET developers to try. This release follows Microsoft's announcement at the Build 2024 conference, highlighting their collaboration with OpenAI to enhance the .NET ecosystem with advanced AI capabilities.
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Mistral Introduces AI Code Generation Model Codestral
Mistral AI has unveiled Codestral, its first code-focused AI model. Codestral helps the developers with coding tasks offering efficiency and accuracy in code generation.