careful

Definition

Signals that the contribution is rigor rather than novelty — matched baselines, exhaustive ablations, multiple seeds, controlled compute budgets. Papers titled "A Careful Look at X" typically revisit a claimed result under fairer conditions and often shrink it. It remains a self-assessment, so the useful move is to check which variables were actually held fixed and which were left free.