InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Java News Roundup: LibericaJDK with RISC-V, Payara Platform, Gradle 8.6, LangChain4j, Spring Cloud
This week's Java roundup for January 29th, 2024, features news highlighting: LibericaJDK 21 with support for RISC-V, January release of Payara Platform, Gradle 8.6, LangChain4j 0.26, GraalVM Native Build Tools 0.10, and multiple releases of Open Liberty and Eclipse Vert.x.
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Pinecone Introduces its Serverless Vector Database
Pinecone recently announced the public preview of its new serverless vector database, designed to reduce infrastructure management costs while improving the accuracy of generative AI applications.
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Meta Releases Code Generation Model Code Llama 70B, Nearing GPT-3.5 Performance
Code Llama 70B is Meta's new code generation AI model. Thanks to its 70 billion parameters, it is "the largest and best-performing model in the Code Llama family", Meta says.
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TornadoVM Launches TornadoInsight Plugin for IntelliJ IDEA
TornadoInsight is an open-source IntelliJ plugin released in December 2023 to improve developers’ experience while working with TornadoVM. Its key features include an on-the-fly static checker and a dynamic testing framework. The plugin is available on JetBrains Marketplace and is available to install and use with JetBrains IDE versions 2022.3 and above.
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Stability AI Releases 1.6 Billion Parameter Language Model Stable LM 2
Stability AI released two sets of pre-trained model weights for Stable LM 2, a 1.6B parameter language model. Stable LM 2 is trained on 2 trillion tokens of text data from seven languages and can be run on common laptop computers.
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Hugging Face and Google Cloud Announce Collaboration
Hugging Face and Google Cloud have announced a strategic alliance to advance machine learning and open AI research. Google Cloud customers, Hugging Face Hub users, and open source are the three main focuses of the strategic partnership. Google wants to make cutting-edge AI discoveries available through Hugging Face's open-source frameworks.
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Java News Roundup: WildFly 31, Eclipse Store 1.1, Liberica NIK, Quarkus, JHipster Lite
This week's Java roundup for January 22nd, 2024 features news highlighting: WildFly 31.0.0, Eclipse Store 1.1.0, BellSoft Liberica Native Image Kit, multiple releases of Quarkus and JHipster Lite, and Jakarta EE 11 updates.
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Visual Studio GitHub Copilot Extension Introduces New Features and Enhancements
The latest release of the Visual Studio GitHub Copilot Chat Extension introduces two noteworthy productivity features, slash commands and context variables. Additionally, developers can explore preview features like the Exception Assistant, Test failure Analysis, Suggestions for Breakpoint Expressions, Commit message suggestions and many more.
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Microsoft Copilot: Copilot Pro, Copilot for Microsoft 365, Copilot GPT and More
Microsoft has released Copilot Pro and Copilot for Microsoft 365, and is providing free access to those tools for smaller organizations and educational faculty. They also created the Copilot mobile application. Moreover, Copilot is also available in the Microsoft 365 mobile application.
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Mistral AI's Open-Source Mixtral 8x7B Outperforms GPT-3.5
Mistral AI recently released Mixtral 8x7B, a sparse mixture of experts (SMoE) large language model (LLM). The model contains 46.7B total parameters, but performs inference at the same speed and cost as models one-third that size. On several LLM benchmarks, it outperformed both Llama 2 70B and GPT-3.5, the model powering ChatGPT.
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Java News Roundup: JDK 22 in Rampdown Phase Two, JEPs for JDK 23, Jakarta EE 11, GraalVM
This week's Java roundup for January 15th, 2024, features news highlighting: JEP 455 Proposed to Target for JDK 23, JDK 22 in Rampdown Phase Two, an updated Jakarta EE 11 release plan, GraalVM, and Oracle’s Critical Patch Update for January 2024.
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The Code Written in Timefold Outsmarted the Solution Provided by ChatGPT for Devoxx Talks Scheduling
Stephan Jansen, Java Champion and Devoxx founder, tinkered with ChatGPT to “create the perfect conference schedule”. He managed to obtain feasible results for one day but not for the whole five-day conference. Geoffrey de Smet, founder of Timefold (formerly OptaPlanner), argued that the AI Assistant fails by not being able to treat soft constraints as effectively as a specialized planning library.
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LLMs May Learn Deceptive Behavior and Act as Persistent Sleeper Agents
AI researchers at OpenAI competitor Anthropic trained proof-of-concept LLMs showing deceptive behavior triggered by specific hints in the prompts. Furthermore, they say, once deceptive behavior was trained into the model, there was no way to circumvent it using standard techniques.
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Spotify's Approach to Leverage Recursive Embedding and Clustering to Enhanced Data Explainability
One of the main challenges of any online business is to get actionable insight from their data for decision-making. Spotify shares its methodology and experience to solve this problem by clustering diverse data sets through a unique method involving dimensionality reduction, recursion, and supervised machine learning.
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Google Announces Video Generation LLM VideoPoet
Google Research recently published their work on VideoPoet, a large language model (LLM) that can generate video. VideoPoet was trained on 2 trillion tokens of text, audio, image, and video data, and in evaluations by human judges its output was preferred over that of other models.