Open-source AI tools are often celebrated for democratizing access to cutting-edge technology.However, some open-source AI models come with restrictive licenses that hinder commercial use for larger companies.Full transparency and disclosure of training data and workflows are essential for true open source, but many AI companies withhold this information.Open-source AI tools can still be biased, as they may train on unvetted datasets containing discriminatory content.