InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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OpenAI Launches Codex Software Engineering Agent Preview
OpenAI has launched Codex, a research preview of a cloud-based software engineering agent designed to automate common development tasks such as writing code, debugging, testing, and generating pull requests. Integrated into ChatGPT, Codex runs each assignment in a secure sandbox environment preloaded with the user's codebase and configured to reflect their development setup.
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Windsurf Launches SWE-1 Family of Models for Software Engineering
Windsurf has introduced its first set of SWE-1 models, aimed at supporting the full range of software engineering tasks, not limited to code generation. The lineup consists of three models SWE-1, SWE-1-lite, and SWE-1-mini, each designed for specific scenarios.
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OpenAI’s Stargate Project Aims to Build AI Infrastructure in Partner Countries Worldwide
OpenAI has announced a new initiative called "OpenAI for Countries" as part of its Stargate project, aiming to help nations develop AI infrastructure based on democratic principles. This expansion follows the company's initial $500 billion investment plan for AI infrastructure in the United States.
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Llama 4 Scout and Maverick Now Available on Amazon Bedrock and SageMaker JumpStart
AWS recently announced the availability of Meta's latest foundation models, Llama 4 Scout and Llama 4 Maverick, in Amazon Bedrock and AWS SageMaker JumpStart. Both models provide multimodal capabilities and follow the mixture-of-experts architecture.
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Mistral Unveils Medium 3: Enterprise-Ready Language Model
Mistral AI has unveiled Mistral Medium 3, a mid-sized language model aimed at enterprises seeking a balance between cost-efficiency, strong performance, and flexible deployment options. The model is now available through Mistral’s platform and Amazon SageMaker, with further releases planned for IBM WatsonX, Azure AI Foundry, Google Cloud Vertex AI, and NVIDIA NIM.
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CMU Researchers Introduce LegoGPT: Building Stable LEGO Structures from Text Prompts
Researchers at Carnegie Mellon University have introduced LegoGPT, a system that generates physically stable and buildable LEGO® structures from natural language descriptions. The project combines large language models with engineering constraints to produce designs that can be assembled manually or by robotic systems.
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Google Cloud Enhances AI/ML Workflows with Hierarchical Namespace in Cloud Storage
On March 17, 2025, Google Cloud introduced a hierarchical namespace (HNS) feature in Cloud Storage, aiming to optimize AI and machine learning (ML) workloads by improving data organization, performance, and reliability.
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Anthropic Introduces Web Search Functionality for Claude Models
Anthropic has announced the addition of web search capabilities to its Claude models, available via the Anthropic API. This update enables Claude to access current information from the web, allowing developers to create applications and AI agents that provide up-to-date insights.
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Meta Open Sources LlamaFirewall for AI Agent Combined Protection
LlamaFirewall is a security framework aimed at safeguarding AI agents against prompt injection, goal misalignment, and insecure code generation. It achieved over 90% efficacy in reducing attack success rates when evaluated on the AgentDojo benchmark. Additionally, developers can update its behavior by adding new security guardrails.
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Meta Announces API and Protection Tools at First LlamaCon Event
At Meta's first-ever LlamaCon event, the company announced several new tools for building with their Llama AI models: a limited preview of the Llama API that allows developers to experiment with different models, and new Llama Protection Tools for securing AI applications.
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Google Introduces DolphinGemma to Support Dolphin Communication Research
Google has released a new AI model called DolphinGemma, which has been developed to assist researchers in analyzing and interpreting dolphin vocalizations. The project is part of an ongoing collaboration with the Wild Dolphin Project (WDP) and researchers at Georgia Tech, and it focuses on identifying patterns in the natural communication of Atlantic spotted dolphins.
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OpenAI Introduces GPT‑4.1 Family with Enhanced Performance and Long-Context Support
OpenAI has released a new family of language models—GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano—available via its API. The models improve on GPT‑4o and GPT‑4.5 across several technical benchmarks and introduce support for up to 1 million tokens of context.
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DeepSeek Launches Prover-V2 Open-Source LLM for Formal Math Proofs
DeepSeek has released DeepSeek-Prover-V2, a new open-source large language model specifically designed for formal theorem proving in Lean 4. The model builds on a recursive theorem proving pipeline powered by the company's DeepSeek-V3 foundation model.
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Hugging Face to Democratize Robotics with Open-Source Reachy 2 Robot
Hugging Face has acquired Pollen Robotics, a French startup that developed the humanoid robot Reachy 2. The acquisition aims to make robotics more accessible by open-sourcing the robot’s design and allowing developers to modify and improve its code.
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Google Cloud Announces Rapid Storage for Millisecond-Latency Workloads
At the recent Google Cloud Next 2025, the cloud provider announced Rapid Storage, a new Cloud Storage zonal bucket designed to deliver consistent single-digit millisecond data access for frequently accessed data and latency-sensitive applications. The new storage class provides under 1ms random read and write latency, 20x faster data access, and 6 TB/s of throughput.