InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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KubeCon EU: Backstage, Crossplane and Others Preparing for CNCF Graduation
More projects from the CNCF incubated level are preparing to graduate for an ever-widening cloud native ecosystem. The Backstage community has worked on a more robust architecture, and Crossplane aimed to improve its developer DX. KubeFlow and Volcano, both tools promising to improve AI adoption within the Kubernetes ecosystem, are working on easier installation and more features, respectively.
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xAI Releases Grok as an Open-Source Large Language Model
Elon Musk announced that xAI would make its AI chatbot Grok open source, and now the release is accessible on GitHub and Hugging Face. This move enables researchers and developers to expand upon the model, influencing how xAI evolves Grok in the face of competition from tech giants like OpenAI, Meta, Google, Microsoft, and others.
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Netflix Uses Metaflow to Manage Hundreds of AI/ML Applications at Scale
Netflix recently published how its Machine Learning Platform (MLP) team provides an ecosystem around Metaflow, an open-source machine learning infrastructure framework. By creating various integrations for Metaflow, Netflix already has hundreds of Metaflow projects maintained by multiple engineering teams.
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Researchers Open-Source LLM Jailbreak Defense Algorithm SafeDecoding
Researchers from the University of Washington, the Pennsylvania State University, and Allen Institute for AI have open-sourced SafeDecoding, a technique for protecting large language models (LLMs) against jailbreak attacks. SafeDecoding outperforms baseline jailbreak defenses without incurring significant computational overhead.
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Java News Roundup: JDK 22, GraalVM for JDK 22, Proposed Schedule for JDK 23, JMC 9.0
This week's Java roundup for March 18th, 2024, features news highlighting: the GA release of JDK 22, GraalVM for JDK 22, the proposed release schedule for JDK 23, JDK Mission Control 9.0, BellSoft Liberica JDK and Azul Zulu for JDK 22.
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CNCF Incubates Strimzi to Simplify Kafka on Kubernetes
The Cloud-Native Computing Foundation (CNCF) has approved Strimzi as an incubating project to streamline the deployment of Apache Kafka on Kubernetes. Strimzi provides a Kubernetes-native way to interact with Kafka through a set of operators that extend the Kubernetes API making it easier to configure, deploy, and operate Kafka on Kubernetes.
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Microsoft Introduces .NET Smart Components: AI-Powered UI Controls
Microsoft recently introduced .NET Smart Components, UI controls which offer AI-powered features to boost development productivity within .NET applications. According to Microsoft, these components are designed to simplify the integration of AI capabilities into existing .NET applications, requiring as stated, minimal effort from developers.
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Java 22 Delivers Foreign Memory & Memory API, Unnamed Variables & Patterns, and Return of JavaOne
Oracle has released version 22 of the Java programming language and virtual machine. As the first non-LTS release since JDK 21, the final feature set includes 12 JEPs. Two of these - Foreign Function & Memory API and Unnamed Variables & Patterns - have completed their respective rounds of previews and are now finalized.
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Vesuvius Challenge Winners Use AI to Read Ancient Scroll
The Vesuvius Challenge recently announced the winners of their 2023 Grand Prize. The winning team used an ensemble of AI models to read text from a scroll of papyrus that was buried in volcanic ash nearly 2,000 years ago.
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Java News Roundup: New JEP Drafts, Infinispan 15, Payara Platform, Alpaquita Containers with CRaC
This week's Java roundup for March 11th, 2024, features news highlighting: new JEP drafts, Stream Gatherers (Second Preview) and Hot Code Heap; Infinispan 15; the March 2024 edition of Payara Platform; Alpaquita Containers with CRaC; the first release candidate of JobRunr 7.0; and milestone and point releases for Spring projects, Quarkus, Helidon and Micronaut.
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OpenAI Releases Transformer Debugger tool
OpenAI has unveiled a new tool called the Transformer Debugger (TDB), designed to provide insights into the inner workings of transformer models. The tool was developed by OpenAI's Superalignment team and combines automated interpretability techniques with sparse autoencoders.
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Azure OpenAI's “Use Your Data” Feature Now Generally Available
Microsoft has officially made On Your Data generally available in Azure OpenAI Service. This feature enables users to harness the full power of OpenAI models, including GPT-4, and seamlessly integrate the advanced features of the RAG (Retrieval Augmented Generation) model with their data. According to the company, all this is backed by enterprise-grade security on Azure.
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RWKV Project Open-Sources LLM Eagle 7B
The RWKV Project recently open-sourced Eagle 7B, a 7.52B parameter large language model (LLM). Eagle 7B is trained on 1.1 trillion tokens of text in over 100 languages and outperforms other similarly-sized models on multilingual benchmarks.
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Java News Roundup: JHipster Blueprints, Jox Channel Library, Infinispan 15.0 Release Candidate
This week's Java roundup for March 4th, 2024, features news highlighting: Version 3.0 releases of Micronaut and Quarkus Blueprints for JHipster, introducing the Jox Channel library, first release candidate of Infinispan 15.0, point releases of Quarkus, Micronaut, Testcontainers for Java and JetBrains Ktor.
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Google BigQuery Introduces Vector Search
Google recently announced that BigQuery now supports vector search. The new functionality enables vector similarity search required by data and AI use cases such as semantic search, similarity detection, and retrieval-augmented generation (RAG) with a large language model (LLM).