agentsopinionneutralThe fundamental goal of agentic visual reasoning should be improving success rates on complex tasks rather than merely equipping models with sophisticated yet inefficient reasoning paradigmsComputer Vision02 Aug 2026http://arxiv.org/abs/2607.28595v1