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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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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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Are AI Models Becoming Commodities?

Unite.AI

Microsoft CEO Satya Nadella recently sparked debate by suggesting that advanced AI models are on the path to commoditization. On a podcast, Nadella observed that foundational models are becoming increasingly similar and widely available, to the point where models by themselves are not sufficient for a lasting competitive edge.

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Fetch.ai launches first Web3 agentic AI model

AI News

has launched ASI-1 Mini, a native Web3 large language model designed to support complex agentic AI workflows. Described as a gamechanger for AI accessibility and performance, ASI-1 Mini is heralded for delivering results on par with leading LLMs but at significantly reduced hardware costsa leap forward in making AI enterprise-ready.

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AI courses to boost your skills and stay ahead

AI News

AI continues to transform industries, and having the right skills can make a significant difference to your career. Professionals wishing to get into this evolving field can take advantage of a variety of specialised courses that teach how to use AI in business, creativity, and data analysis.