InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Google Launches New Multi-Modal Gemini AI Model
On December 6, Alphabet released the first phase of its next-generation AI model, Gemini. Gemini was overseen and driven by its CEO, Sundar Pichai and Google DeepMind. Gemini is the first model to outperform human experts on MMLU (Massive Multitask Language Understanding), one of the most popular methods to test the performance of language models.
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Microsoft Integrates Copilot with Azure Quantum Elements for Advancing Scientific Research
At the recent Ignite conference, Microsoft demonstrated the advantages of combining AI and Azure Quantum Elements, a suite of services and tools for quantum chemistry and materials science. With the integration of Copilot, the new solution allows researchers to explore more materials, speed up chemistry simulations, and experiment with existing quantum hardware.
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Amazon Unveils Titan AI Image Generator
Amazon unveiled Titan Image Generator, currently in preview for AWS customers on Bedrock, Amazon's AI development platform. As a member of Amazon's Titan family of generative AI models, Titan Image Generator has the capability to generate new images based on a text description or customize existing images.
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OCI Database: Oracle Embraces PostgreSQL
Oracle has recently announced the general availability of OCI Database with PostgreSQL version 14.9. With the first managed PostgreSQL service available on Oracle Cloud, all cloud providers now offer a PostgreSQL-compatible managed option.
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Amazon S3 Introduces High-Performance Storage Class
During the recent re:Invent conference, AWS announced the general availability of S3 Express One Zone, a high-performance, single-AZ storage class that provides single-digit millisecond data access. Reducing request costs, the new storage class is designed for processing data in AI/ML training and financial modeling.
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Stability AI Open-Sources Video Generation Model Stable Video Diffusion
Stability AI released the code and model weights for Stable Video Diffusion (SVD), a video generation AI model. When given an input image as context, the model can generate 25 video frames at a resolution of 576x1024 pixels.
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Java News Roundup: JDK 22, Spring CVEs, Liberica JDK, JDKMon 21, Jupyter for Java, Gradle 8.5
This week's Java roundup for November 27th, 2023, features news from OpenJDK, JDK 22, Jakarta Data 1.0-M2, JNoSQL 1.0.3, LibericaJDK, Spring CVEs, Spring Shell 3.2.0-RC1, Quarkus 3.6, Open Liberty 23.0.12-beta, Helidon 4.0.1, Hibernate Reactive 2.2, Hibernate Search 7.1-A1, Grails 5.3.4, Groovy 5.0.0-A3, Camel Quarkus 3.6, Maven 3.9.6, JDKMon 21, PrimeFaces 12.0.7, Jupyter for Java and Gradle 8.5.
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Recap of AWS re:Invent 2023: Amazon Q, Frugal Architectures, Database Upgrades
The 12th edition of re:Invent has just ended in Las Vegas. As expected, artificial intelligence was a key topic of the conference, with Amazon Bedrock and Amazon Q, a new type of generative AI-powered assistant, the main focus of Adam Selipsky’s keynote.
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ClickHouse Keeper: Efficient Apache ZooKeeper Alternative Created with C++ and Raft
ClickHouse project team created an in-house replacement for Apache Zookeeper as it needed a more efficient implementation that would also address some of Zookeeper's shortcomings. Now, ClickHouse Keeper is an essential part of the ClickHouse project and a cornerstone of this open-source analytical database, but can also be used independently for many distributed coordination use cases.
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AWS Announces Amazon Q, a New Generative AI–Powered Assistant
AWS has introduced Amazon Q, a new generative AI-powered assistant designed for professional applications. This assistant is configurable to align with your company's requirements, facilitating conversations, issue resolution, content generation, and action-taking through the utilization of information present in your code, enterprise systems, and data repositories.
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How HubSpot Uses Apache Kafka Swimlanes for Timely Processing of Workflow Actions
HubSpot adopted routing messages over multiple Kafka topics (called swimlanes) for the same producer to avoid the build-up in the consumer group lag and prioritize the processing of real-time traffic. Using a combination of automatic and manual detection of traffic spikes, the company ensures the majority of customers’ workflows execute without delays.
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Meta Announces Generative AI Models Emu Video and Emu Edit
Meta AI Research announced two new generative AI models: Emu Video, which can generate short videos given a text prompt, and Emu Edit, which can edit images given text-based instructions. Both models are based on Meta's Emu foundation model and exhibit state-of-the-art performance on several benchmarks.
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Microsoft Brings AI to Logic Apps (Standard) with Workflow Assistant in Public Preview
Microsoft recently announced a workflow assistant for Logic Apps (standard), the company’s integration Platform as a Service (iPaaS) offering in public preview. With the assistant, developers have a chat interface that provides access to Azure Logic Apps documentation and best practices without requiring them to navigate documentation or search online forums.
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Transformers.js: ML for the Web, Now with Text-to-Speech
Transformers.js, the JavaScript counterpart to the Python Transformers library, is designed for running Transformers models directly within web browsers, eliminating the necessity for external server processing. In the recent update to version 2.7, Transformers.js introduced enhancements, including notable text-to-speech (TTS) support.
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Java News Roundup: Spring Boot 3.2, Spring Pulsar 1.0, Hibernate 6.4, JEP 447 Targeted to JDK 22
This week's Java roundup for November 20th, 2023, features news from OpenJDK, JDK 22, JCON World 2023, and point, milestone and GA releases for: Spring Boot, Spring Framework, Spring Security, Spring Authorization Server, Spring GraphQL, Spring Integration, Spring Session, Spring Vault, Quarkus, Hibernate ORM, Hibernate Search, Infinispan, JHipster, JBang, OpenXava, Testcontainers and Gradle.