---
title: "Safeguarding LLM Agents from Misalignment through Provenance Analysis — Stuff That Spins"
description: "arXiv:2607.01236v1 Announce Type: new Abstract: As LLM agents gain increasing access to powerful tools, ensuring that their actions are aligned with the user's intent becomes critical. When an agent's proposed tool invocation deviates from the user's intent -- a phenomenon called misalignment -- it…"
	canonical: "https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis"
html: "https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis"
json: "https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis.json"
markdown: "https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis.md"
keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-07-03T04:00:00+00:00"
modified: "2026-07-03T04:00:50.056672+00:00"
json_ld: |
  {"@context":"https://schema.org","@graph":[{"@type":"NewsArticle","@id":"https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis#article","headline":"Safeguarding LLM Agents from Misalignment through Provenance Analysis","description":"arXiv:2607.01236v1 Announce Type: new Abstract: As LLM agents gain increasing access to powerful tools, ensuring that their actions are aligned with the user's intent becomes critical. When an agent's proposed tool invocation deviates from the user's intent -- a phenomenon called misalignment -- it…","datePublished":"2026-07-03T04:00:00+00:00","dateModified":"2026-07-03T04:00:50.056672+00:00","url":"https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis","mainEntityOfPage":{"@type":"WebPage","@id":"https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis"},"isAccessibleForFree":true,"inLanguage":"en-US","articleSection":"research","author":{"@type":"Organization","name":"Stuff That Spins"},"publisher":{"@id":"https://stuffthatspins.com/#organization"},"citation":"https://arxiv.org/abs/2607.01236","about":[],"mentions":[]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Stuff That Spins","item":"https://stuffthatspins.com/"},{"@type":"ListItem","position":2,"name":"Safeguarding LLM Agents from Misalignment through Provenance Analysis","item":"https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis"}]}]}
---

# Safeguarding LLM Agents from Misalignment through Provenance Analysis

**Source:** Unknown  
**Published:** July 3, 2026  
**Original:** https://arxiv.org/abs/2607.01236  

---
*HTML version: https://stuffthatspins.com/spin/safeguarding-llm-agents-from-misalignment-through-provenance-analysis*