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Open-Source AI Tools
Open-source AI tools are software frameworks and applications whose code is publicly available and modifiable, such as TensorFlow, PyTorch, and Hugging Face models. Organizations use these tools to build, train, and deploy AI systems without licensing fees, but gain responsibility for security updates, compliance verification, and integration testing. For governance teams, open-source adoption creates audit challenges around component tracking, vulnerability management, and ensuring that modifications meet regulatory requirements like those in the EU AI Act.
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