IBM announced that second-quarter sales missed expectations, with shares falling more than 17 percent after the company warned earnings fell short. Reports attribute the shortfall to customer pullbacks and reallocation of spending toward AI projects. Analyses from progressive, conservative, and libertarian perspectives differ on underlying causes while a devil's advocate view highlights potential IBM-specific execution issues.