---
title: "Comment by Laura Ashaley on \"Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap\" | Hashnode"
description: "Verification can confirm patterns, but it doesn’t establish causation—shared context often hides missing variables, so proper experimental design is still essen"
url: "https://hashnode.com/posts/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap/69e11221a2cb32b7d2d68a9a/comment/69e12123ffbb787634e1a571"
---

[Discussion](https://hashnode.com/posts/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap/69e11221a2cb32b7d2d68a9a)

Comment [Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap](https://hashnode.com/posts/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap/69e11221a2cb32b7d2d68a9a)

[Laura Ashaley](https://hashnode.com/@laura-ashaley)

[Apr 16](https://hashnode.com/posts/verification-is-not-causal-why-shared-context-erases-the-admissibility-gap/69e11221a2cb32b7d2d68a9a/comment/69e12123ffbb787634e1a571)

Verification can confirm patterns, but it doesn’t establish causation—shared context often hides missing variables, so proper experimental design is still essential.