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ML and AI Model Explainability and Interpretability

Analytics Vidhya

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems.

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Google launches Veo and Imagen 3 generative AI models

AI News

Google Cloud has launched two generative AI models on its Vertex AI platform, Veo and Imagen 3, amid reports of surging revenue growth among enterprises leveraging the technology. ” Knowledge sharing platform Quora has developed Poe , a platform that enables users to interact with generative AI models. .”

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Machine unlearning: Researchers make AI models ‘forget’ data

AI News

Researchers from the Tokyo University of Science (TUS) have developed a method to enable large-scale AI models to selectively “forget” specific classes of data. Progress in AI has provided tools capable of revolutionising various domains, from healthcare to autonomous driving.

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Gemma 3: Google launches its latest open AI models

AI News

Google has launched Gemma 3, the latest version of its family of open AI models that aim to set a new benchmark for AI accessibility. models, Gemma 3 is engineered to be lightweight, portable, and adaptableenabling developers to create AI applications across a wide range of devices.

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OpenAI faces diminishing returns with latest AI model

AI News

OpenAI is facing diminishing returns with its latest AI model while navigating the pressures of recent investments. According to The Information , OpenAI’s next AI model – codenamed Orion – is delivering smaller performance gains compared to its predecessors.

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Fetch.ai launches first Web3 agentic AI model

AI News

This launch marks the beginning of ASI-1 Minis rollout and a new era of community-owned AI. By decentralising AIs value chain, were empowering the Web3 community to invest in, train, and own foundational AI models, said Humayun Sheikh, CEO of Fetch.ai and Chairman of the Artificial Superintelligence Alliance.

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Grok 3: The next-gen ‘truth-seeking’ AI model

AI News

xAI unveiled its Grok 3 AI model on Monday, alongside new capabilities such as image analysis and refined question answering. The early version of Grok 3 is also currently leading on Chatbot Arena, a crowdsourced evaluation platform where users pit AI models against one another and rank their outputs.