InfoQ Homepage Generative AI Content on InfoQ
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How Meta Is Using AI to Standardize and Cut Carbon Emissions
Meta has developed an AI-based approach to improve the quality of Scope 3 emissions estimates across its IT hardware supply chain. The method combines machine learning and generative models to classify hardware components and infer missing product carbon footprint (PCF) data.
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Inside the Architectures Powering Modern AI Systems: QCon San Francisco 2025
Senior engineers face fast-moving AI adoption without clear patterns. QCon SF 2025 brings real-world lessons from teams at Netflix, Meta, Intuit, Anthropic & more, showing how to build reliable AI systems at scale. Early bird ends Nov 11.
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Amazon Timestream for InfluxDB Adds Support for InfluxDB 3 Core and Enterprise
InfluxData has launched InfluxDB 3 Core and Enterprise on Amazon Timestream, offering a high-speed, open-source time-series database for real-time applications. With enhanced security, scalability, and performance, developers can seamlessly integrate with AWS services. InfluxDB 3 redefines data management for AI-driven environments, enabling rapid analytics and decision-making.
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IBM Cloud Code Engine Serverless Fleets with GPUs for High-Performance AI and Parallel Computing
IBM Cloud Code Engine’s new Serverless Fleets revolutionizes how enterprises tackle compute-intensive tasks. Harnessing integrated GPU support, it simplifies the execution of large-scale workloads with a fully managed, pay-as-you-go model. This efficient platform eliminates operational complexities, enabling developers to focus on innovation while ensuring cost-effectiveness and scalability.
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MySQL AI Introduced for Enterprise Edition
Oracle has recently announced MySQL AI, a new set of AI-powered capabilities available exclusively in the MySQL Enterprise edition, targeting analytics and AI workloads in large deployments. Concerns are rising throughout the MySQL community over the future of the popular Community edition, amid fears of vendor lock-in and following recent internal layoffs.
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Open Practices for Architecture and AI Adoption
Andrea Magnorsky presented on Byte-Sized Architecture at Cloud Native Summit 2025, as a format for building shared understanding through small, recurrent workshops. Ahilan Ponnusamy and Andreas Spanner discussed the Technology Operating Model for AI adoption. Both approaches drew on the Open Practice Library for human-centred collaboration and driving architectural evolution.
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From Black Box to Blueprint: Thoughtworks Uses Generative AI to Extract Legacy System Functionality
Thoughtworks consultants successfully harnessed generative AI to decode legacy systems lacking source code. Using Gemini 2.5 Pro, they accelerated reverse engineering, creating validated "blueprints" of functionality in just two weeks. The pilot showcased AI's potential to drastically reduce time and risk in modernizing opaque systems while balancing speed with validation.
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How LinkedIn Built Enterprise Multi-Agent AI on Existing Messaging Infrastructure
LinkedIn extended its generative AI application platform to support multi-agent systems by repurposing its existing messaging infrastructure as an orchestration layer. This allowed the company to scale AI agents without building new coordination technology from scratch and achieve global availability while supporting complex multi-step workflows through agent coordination.
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Qwen Team Open Sources State-of-the-Art Image Model Qwen-Image
Qwen Team recently open sourced Qwen-Image, an image foundation model. Qwen-Image supports text-to-image (T2I) generation and text-image-to-image (TI2I) editing tasks, and outperforms other models on a variety of benchmarks.
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Zemlin at Open Source Summit EU: Even in the Age of AI, the Software’s Future is Still Open Source
During the Open Source Summit Europe keynote, Jim Zemlin, executive director of the Linux Foundation, revisited the LLM landscape with an emphasis on the effect it has on the industry, the security, quantity and quality of the developed code. He emphasised that DeepSeek’s revolution was validated by the gpt-oss release, OpenAI’s first open-source model.
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OpenAI's GPT-5 Now Generally Available on Microsoft Azure AI Foundry
Microsoft and OpenAI launched GPT-5 on the Azure AI Foundry, revolutionizing enterprise AI with its advanced reasoning and task-specific model orchestration. This suite enhances applications like Microsoft 365 Copilot and GitHub Copilot, enabling seamless interactions and high-quality outputs tailored for real-world scenarios. GPT-5 empowers organizations to drive AI transformation efficiently.
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DeepMind Launches Genie 3, a Text-to-3D Interactive World Model
DeepMind has introduced Genie 3, the latest version of its “world model” framework for generating interactive 3D environments directly from text prompts.
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Google DeepMind Open Sources Aeneas, an AI Model for Analyzing Ancient Texts
Google DeepMind open sourced Aeneas, a generative AI model for understanding ancient inscriptions. Aeneas can process both text and image input and outperforms other state-of-the-art models at restoring missing characters in damaged inscriptions.
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Vercel Releases AI Elements Library for React UI Integration
Vercel has released AI Elements, an open-source library of React UI primitives built atop shadcn/ui and designed to integrate with the Vercel AI SDK.
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Apple Open Sources Diffusion-Based Coding Model DiffuCoder
Apple open sourced DiffuCoder, a diffusion large language model (dLLM) fine-tuned for coding tasks. DiffuCoder is based on Qwen-2.5-Coder and outperforms other code-specific LLMs on several coding benchmarks.