MyDataWork POV — Safety cases for frontier AI training serve as a critical backbone for trust in AI systems rather than merely a checklist. By emphasizing technical safeguards and operational practices, these guidelines aim to prevent misalignment incidents before they become crises. Yet, the challenge lies in how these guidelines translate into everyday practice. Without diligent adherence, even the best frameworks risk becoming mere formalities, sidelining the very safety they intend to ensure.