InfoQ Homepage News
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Hugging Face and Entalpic Unveil LeMaterial: Transforming Materials Science through AI
Entalpic, in collaboration with Hugging Face, has launched LeMaterial, an open-source initiative to tackle key challenges in materials science. By unifying data from major resources into LeMat-Bulk, a harmonized dataset with 6.7 million entries, LeMaterial aims to streamline materials discovery and accelerate innovation in areas such as LEDs, batteries, and photovoltaic cells.
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How to Use Property-Based Testing as Fuzzy Unit Testing
According to Eivind Jahren, property-based testing is an invaluable tool for its ease of use and effectiveness. It is flexible in what requirements one can formulate and is simple and lightweight enough to put in the hands of software developers to perform iterative testing on a daily basis, less test code is required, and it’s easier to reuse test data generators for complex structured data.
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Azure AI Agent Service in Public Preview: Automation of Routine Tasks
Unveiling at Ignite, Microsoft's Azure AI Agent Service empowers developers to build and scale AI agents seamlessly. With secure integration, flexible use cases, and support for multiple frameworks, it automates workflows across platforms like Teams and Excel. Experience the future of business automation—innovate efficiently with Azure AI today!
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New MSSQL Extension for VS Code Promises Enhanced Developer Productivity
Microsoft enhances Visual Studio Code's MSSQL extension with comprehensive updates, introducing improved database connection, object exploration, and query analysis tools. The new version offers advanced UI features, streamlined table design, enhanced performance visualization, and expanded export capabilities for developers working with Azure SQL and SQL Server databases.
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PydanticAI: a New Python Framework for Streamlined Generative AI Development
The team behind Pydantic, widely used for data validation in Python, has announced the release of PydanticAI, a Python-based agent framework designed to ease the development of production-ready Generative AI applications. Positioned as a potential competitor to LangChain, PydanticAI introduces a type-safe, model-agnostic approach inspired by the design principles of FastAPI.
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Key Takeaways from QCon & InfoQ Dev Summits with a Look ahead to 2025 Conferences
As we reflect on 2024, one thing is clear: senior developers, architects, and team leaders face challenges that benefit from real-world insights shared by other senior practitioners. This year, the InfoQ Dev Summits in Boston and Munich, and the QCon conferences in London and San Francisco provided curated topics and talks from software practitioners working through demanding challenges.
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Challenges of Creating iOS App Extensions at Lyft
In a recent article, Lyft engineers Artur Stepaniuk and Max Husar described how Lyft handles the complexity of creating an app extension for their iOS app without breaking the tight RAM and binary size constraints set by Apple nor impair user experience.
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Amazon Aurora DSQL: Distributed SQL Database with Active-Active High Availability
At the recent AWS re:Invent conference in Las Vegas, Amazon announced the public preview of Aurora DSQL, a serverless, distributed SQL database featuring active-active high availability. This new PostgreSQL-compatible database option has generated significant excitement within the AWS community and was widely regarded by attendees as the standout announcement of the conference.
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Google Introduces Veo and Imagen 3 for Advanced Media Generation on Vertex AI
Google Cloud has introduced Veo and Imagen 3, two new generative AI models available on its Vertex AI platform. Veo generates high-definition videos from text or image prompts, while Imagen 3 creates detailed, lifelike images. Both models include customization and editing tools, designed to support applications, with safety measures such as digital watermarking and data governance built-in.
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OpenAI Releases Sora and Full Version of O1 Reasoning Model with Fine-Tuning
OpenAI has unveiled its advanced o1 reasoning model and the video generation model Sora, enhancing complex reasoning and video creation capabilities. Sora produces high-quality videos using innovative diffusion techniques, while o1 excels in nuanced reasoning and safety. Together, they signal a transformative leap in AI, bridging creativity and rigorous reasoning.
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Post-Quantum Cryptography in Java
A pair of new JEPs arriving in Java 24 provide an initial Post-Quantum Cryptography (PQC) capability in Java.
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Java News Roundup: Spring Framework, WildFly, Hibernate, EclipseStore, Piranha Cloud
This week's Java roundup for December 9th, 2024 features news highlighting: point releases for the Spring Framework; the first beta release of WildFly 35; Hibernate ORM 7.0.0.Beta3, Hibernate Reactive 3.0.0.Beta1 and Hibernate Validator 9.0.0.RC1; and the release of EclipseStore 2.1 and Piranha Cloud 24.12.0.
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Meta Releases Llama 3.3: a Multilingual Model with Enhanced Performance and Efficiency
Meta has released Llama 3.3, a multilingual large language model aimed at supporting a range of AI applications in research and industry. Featuring a 128k-token context window and architectural improvements for efficiency, the model demonstrates strong performance in benchmarks for reasoning, coding, and multilingual tasks. It is available under a community license on Hugging Face.
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Google AI Agent Jules Aims at Helping Developers with Their GitHub-Based Workflows
Part of Gemini 2.0, Google has launched its new AI-based coding assistant in closed preview. Dubbed "Jules", the assistant aims at helping developers to work with Python and JavaScript issues and pull requests, handle bug fixes, and other related tasks.
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Amazon CloudFront Introduces Support for VPC Origins and Static IPs
Ahead of re:Invent, AWS has announced that Amazon CloudFront now supports Anycast static IPs, providing a dedicated set of IP addresses for connecting to all CloudFront edge locations worldwide. Additionally, the new VPC origins feature enables developers to designate private resources within a VPC as origins, eliminating the need for public IP addresses or internet connectivity.