---
title: "Comment by StackShortlist on \"The CTO Role at the AI Frontier\" | Hashnode"
description: "The point that every company has the same frontier models, so the edge sits in domain knowledge, governed data and the workflow around them, is the part a lot o"
url: "https://hashnode.com/posts/the-cto-role-at-the-ai-frontier/6ad1f320cf0d223aa58af3a4/comment/6ad2d199dfddf791b1e9c04e"
---

[Discussion](https://hashnode.com/posts/the-cto-role-at-the-ai-frontier/6ad1f320cf0d223aa58af3a4)

Comment [The CTO Role at the AI Frontier](https://hashnode.com/posts/the-cto-role-at-the-ai-frontier/6ad1f320cf0d223aa58af3a4)

[StackShortlist](https://hashnode.com/@veristria)

[Oct 17](https://hashnode.com/posts/the-cto-role-at-the-ai-frontier/6ad1f320cf0d223aa58af3a4/comment/6ad2d199dfddf791b1e9c04e)

The point that every company has the same frontier models, so the edge sits in domain knowledge, governed data and the workflow around them, is the part a lot of roadmaps miss. Framing the question as whether you can defend it to a client's compliance team is a useful filter for private markets data. The section on measuring engineering productivity honestly would make a good follow up post on its own.