MyDataWork POV — Dataiku's open-source privacy layer sounds like a step forward, but let's not get ahead of ourselves. The claim of safeguarding sensitive data in the age of generative AI is ambitious, yet the specifics of how this layer integrates with diverse data environments remain vague. Open-source is a double-edged sword; while it promises transparency, it also relies heavily on community support and expertise. Until we see real-world implementations and results, this remains more of a theoretical safeguard than a proven solution.