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Yet Another AI Blind Spot: Biased Images
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The Importance of Open Source Models for Addressing Bias in AI
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Open source models for AI provide greater freedom to tweak and improve the model, allowing for version control and transparency. Open source models can be taken by other academics or organizations to improve upon them, promoting transparency and collaboration. Open source models also offer greater auditability, enabling the identification and resolution of problems. In contrast, closed source models require trust in the provider without knowing their actions. Therefore, open source models play a crucial role in addressing bias in AI.
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