https://roboco.io/en/tags/metacognition/ Recent content in Metacognition on ROBOCO Hugo en-us Thu, 27 Nov 2025 07:57:49 +0900 https://roboco.io/en/posts/persona-vs-metacognition/ Thu, 27 Nov 2025 07:57:49 +0900 https://roboco.io/en/posts/persona-vs-metacognition/ <blockquote> <p>On walking the tightrope between confidence and caution</p> </blockquote> <figure><img src="https://roboco.io/posts/images/Dohyun.png"><figcaption> <h4>Dohyun Jung - Principal Consultant, ROBOCO</h4> </figcaption> </figure> <h2 id="introduction">Introduction</h2> <p>What is the difference between telling a model &ldquo;answer like a senior engineer&rdquo; and telling it &ldquo;first think about what you are, then answer&rdquo;? On the surface they look similar, but internally two completely different mechanisms are at work. This post examines the mathematical difference between the two approaches and what it means in practice.</p>