Commentary on X
I'm currently looking into research agents, so this really caught my attention. What I find most interesting is that Marlin isn't meant to provide an instant answer. It follows a research process. First, it defines the problem. Next, it explores different possibilities. Then, it verifies what it finds, and only after that does it produce a structured report. That feels much closer to how a human research team would work.
6:55 PM · Jul 13, 2026@SakanaAILabs Sakana Marlin doing weeks of strategy research in hours just shows how much of that work was always theater.
7:15 PM · Jul 13, 2026@SakanaAILabs The speed of that turn is genuinely impressive for something usually pinned on a long-term research calendar.
7:53 PM · Jul 13, 2026Thank you for trying Sakana Marlin, @audreyt 💪 https://x.com/audreyt/status/2076873640872960252
9:21 PM · Jul 13, 2026View all
@SakanaAILabs 几小时替代数周研究，代价是幻觉编造 30% 的引用和虚构实验路径。CSO 敢签这个字吗？
11:42 PM · Jul 13, 2026