InfoQ Homepage News
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DeepSeek Open-Sources DeepSeek-V3, a 671B Parameter Mixture of Experts LLM
DeepSeek open-sourced DeepSeek-V3, a Mixture-of-Experts (MoE) LLM containing 671B parameters. It was pre-trained on 14.8T tokens using 2.788M GPU hours and outperforms other open-source models on a range of LLM benchmarks, including MMLU, MMLU-Pro, and GPQA.
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Google Releases Experimental AI Reasoning Model
Google has introduced Gemini 2.0 Flash Thinking Experimental, an AI reasoning model available in its AI Studio platform.
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Google Vertex AI Provides RAG Engine for Large Language Model Grounding
Vertex AI RAG Engine is a managed orchestration service aimed to make it easier to connect large language models (LLMs) to external data sources to be more up-to-date, generate more relevant responses, and hallucinate less.
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AWS Adds Container Insights with Enhanced Observability to Elastic Container Service
AWS recently announced the launch of Container Insights with Enhanced Observability for Amazon Elastic Container Service (ECS). This goes on the lines of a similar feature previously introduced for Amazon Elastic Kubernetes Service (EKS). This new capability aims to improve monitoring and troubleshooting for container workloads.
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Terraform Fork OpenTofu Adds Provider Iteration and Exclusions
Version 1.9.0 of OpenTofu - the infrastructure-as-code tool forked a year ago from Hashicorp's Terraform - has been released. This release brings several significant features, including provider iteration capabilities through `for_each`, to enable simplified multi-zone and multi-region deployments.
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Java News Roundup: JDK 24 in Rampdown Phase Two, Spring Framework, JobRunr, Commonhaus Foundation
This week's Java roundup for January 13th, 2025, features news highlighting: JDK 24 in Rampdown Phase Two; Spring Framework 6.2.2; JobRunr 7.4.0; Micrometer Metrics 1.15.0-M1 and Micrometer Tracing 1.5.0-M1; and Infinispan joins the Commonhaus Foundation.
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Android Studio Ladybug Update Adds Gemini Support, New Debugging Features, and More
In its recent update to Android Studio Ladybug (2024.2.2), Google has added new Gemini Code Transforms to modify, refactor, or create code, debugging and testing tools, and developer experience improvements. Additionally, the IDE adopts the latest IntelliJ 2024.2 platform release.
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Apache Hudi 1.0 Now Generally Available
The Apache Software Foundation has recently announced the general availability of Apache Hudi 1.0, the transactional data lake platform with support for near real-time analytics. Initially introduced in 2017, Apache Hudi provides an open table format optimized for efficient writes in incremental data pipelines and fast query performance.
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Deep Dive into Microservices, LLMs, and Team Topologies at QCon London 2025 Training
Upskill on essential software development practices with hands-on sessions led by practitioners at QCon London 2025. Join hands-on training on microservices, LLMs, team topologies, Java applications & more. Save 20% on training with promo code PROMO20TrainingQUK25 by January 29.
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Major LLMs Have the Capability to Pursue Hidden Goals, Researchers Find
Researchers at AI safety firm Apollo Research found that AI agents may covertly pursue misaligned goals and hide their true objectives. Known as in-context scheming, this behavior does not seem to be accidental as LLMs explicitly reason about deceptive strategies and consider them a viable strategy.
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Microsoft Research Introduces AIOpsLab: a Framework for AI-Driven Cloud Operations
Microsoft Research unveiled AIOpsLab, an open-source framework designed to advance the development and evaluation of AI agents for cloud operations. The tool provides a standardized and scalable platform to address challenges in fault diagnosis, incident mitigation, and system reliability within complex cloud environments.
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Why Software Developers Need to Build Their Personal Brand
Growing your personal brand can improve your credibility, give you greater impact, and lead to better opportunities, Pablo Fredrikson said at QCon San Francisco. As a staff plus engineer, helping others solve problems creates value for the company. His advice is to find out what you are passionate about, learn more about it, get better at it, and share it, to build your personal brand over time.
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Shaping an Impactful Data Product Strategy
Lior Barak and Gaëlle Seret advocate proactive, business-focused strategies for data engineering. Barak proposes a 3-year roadmap using his Data Ecosystem Vision Board to align teams on strategic capabilities and measure ROI, cost, and impact. Seret promotes a "data as a product" approach, co-creating visions with stakeholders and evolving shared taxonomies to ensure long-term alignment.
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HuatuoGPT-o1: Advancing Complex Medical Reasoning with AI
Researchers from The Chinese University of Hong Kong, Shenzhen, and the Shenzhen Research Institute of Big Data have introduced HuatuoGPT-o1, a medical large language model (LLM) designed to improve reasoning in complex healthcare scenarios.
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Google Releases PaliGemma 2 Vision-Language Model Family
Google DeepMind released PaliGemma 2, a family of vision-language models (VLM). PaliGemma 2 is available in three different sizes and three input image resolutions and achieves state-of-the-art performance on several vision-language benchmarks.