Beyond Search: Why Research Agents Depend on Judgment, Not Just Retrieval

Research agents are commonly misunderstood as acceleration tools for search, but production-grade implementations succeed through evidence synthesis and credibility judgment rather than speed alone. Understanding this distinction is critical because poorly executed research agents risk hallucinating authority and amplifying bias, while well-designed ones compress weeks of investigation into actionable insights while explicitly surfacing uncertainty.