---
title: "Blog"
description: "Writing on deterministic verification, AI agents and the QWED project."
url: https://qwedai.com/blog
---

# Blog

Writing on deterministic verification, AI agents and the project itself.

-   [2026-03-21 **AI Without an Audit Trail Is a Liability You Can't Price** Why enterprises need AI verification: cascading agent failures, insurance liability gaps, and the business case for cryptographic audit trails in agentic AI systems. Rahul Dass · 8 min read](https://qwedai.com/blog/ai-without-audit-trail-is-a-liability)