The correct conclusion the student can make is: The test was inconclusive because the student forgot to add heat.
Benedict's test requires heating in order to detect reducing sugars like glucose. If no color change occurs after adding the Benedict’s reagent, it does not definitively prove that the substance is not glucose-based, as the heating step is crucial for the reaction to occur.