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A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch
OpenAI has Released the ‘circuit-sparsity’: A Set of Open Tools for Connecting Weight Sparse Models and Dense Baselines through Activation Bridges
AI Interview Series #2: Explain Some of the Common Model Context Protocol (MCP) Security Vulnerabilities
Google DeepMind Introduces SIMA 2, A Gemini Powered Generalist Agent For Complex 3D Virtual Worlds

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A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch

In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset and observing its impact on model behavior. We construct a clean and a poisoned training pipeline side by side, using a ResNet-style convolutional network to ensure stable, comparable learning dynamics. By selectively flipping a fraction of samples from…

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OpenAI introduces ChatGPT for Healthcare with HIPAA-compliant AI products

OpenAI has announced OpenAI for Healthcare, a new suite of secure AI products designed to help healthcare organizations deliver more consistent, high-quality patient care while reducing administrative workloads and supporting HIPAA compliance. The initiative includes ChatGPT for Healthcare, which is available starting today and is already rolling out to major healthcare institutions such as AdventHealth,…

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OpenAI has Released the ‘circuit-sparsity’: A Set of Open Tools for Connecting Weight Sparse Models and Dense Baselines through Activation Bridges

OpenAI team has released their openai/circuit-sparsity model on Hugging Face and the openai/circuit_sparsity toolkit on GitHub. The release packages the models and circuits from the paper ‘Weight-sparse transformers have interpretable circuits‘. https://arxiv.org/pdf/2511.13653 What is a weight sparse transformer? The models are GPT-2 style decoder only transformers trained on Python code. Sparsity is not added after…

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WhatsApp update brings Missed Call Messages, Voice Chat Reactions, and more

WhatsApp has announced a new holiday update, introducing a wide range of features across calls, chats, Status, and Channels. The update focuses on improving communication flexibility, engagement, and content creation, and is rolling out globally across mobile and desktop platforms. New Call Features Enhance Communication WhatsApp is bringing several upgrades to calling, making missed interactions…

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Sakana AI raises $135M Series B at a $2.65B valuation to continue building AI models for Japan

As U.S. giants like Google, OpenAI and Anthropic race to develop the large language models that underpin their AI products, startups such as Sakana AI, Mistral AI, DeepSeek and AI21 Labs are carving out their own niche with specialized models designed for specific regions, industries, or unique features. In pursuit of that goal, Tokyo-based Sakana…

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AI Interview Series #2: Explain Some of the Common Model Context Protocol (MCP) Security Vulnerabilities

In this part of the Interview Series, we’ll look at some of the common security vulnerabilities in the Model Context Protocol (MCP) — a framework designed to let LLMs safely interact with external tools and data sources. While MCP brings structure and transparency to how models access context, it also introduces new security risks if…

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Google DeepMind Introduces SIMA 2, A Gemini Powered Generalist Agent For Complex 3D Virtual Worlds

Google DeepMind has released SIMA 2 to test how far generalist embodied agents can go inside complex 3D game worlds. SIMA’s (Scalable Instructable Multiworld Agent) new version upgrades the original instruction follower into a Gemini driven system that reasons about goals, explains its plans, and improves from self play in many different environments. From SIMA…

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