A new critique argues that the “grade inflation” framing misses the deeper problem: students arriving at college with weaker capabilities and colleges’ limited ability to bridge that gap. The article describes a mismatch between what students can reliably do and what institutions expect them to demonstrate, placing professors in a difficult middle. The report-oriented argument focuses on institutional incentives and outcomes rather than blaming classroom grading alone. It contends that admissions pipelines and support systems have not fully caught up to the skill levels students need to succeed, creating pressure on faculty to adjust evaluation standards. For higher education decision-makers, the development matters because assessment policy is not only academic—it affects persistence, course rigor, and how quickly student success interventions can be deployed. If faculty compensation and instructional resources are strained while incoming preparation declines, grading disputes often become the most visible symptom. The practical implication is that colleges debating grade distribution may need to address upstream preparation and the support structures that determine whether students can complete assessed learning.