├───┼───┼───┼───┼───┼───┼───┼───┼───┼───┤
结构化结果回传 —— 支持 --synthesize 自动总结，或以 SARIF、Markdown-PR 格式输出，完美对接 CI/CD 与 PR 评审，这一点在新收录的资料中也有详细论述
，更多细节参见新收录的资料
更值得关注的是 Perplexity 的案例。这家曾被视为"AI 搜索颠覆者"的公司，在 2024 年底推出广告产品后，于 2026 年 2 月宣布彻底放弃广告模式。广告主反馈的核心问题是：规模有限、ROI 指标不清晰、缺乏行业标准的效果衡量工具。[10]。新收录的资料是该领域的重要参考
“I’m like, holy shit, what if this software went down, some guardrail picked up, some refusal happened for the next fight like this one and we left our people at risk?” Michael recalled. “So I went to Secretary Hegseth, I said this would happen and that was like a whoa moment for the whole leadership at the Pentagon that we’re potentially so dependent on a software provider without another alternative.”