---
title: "Long-running AI agents quietly drop compliance rules, and bigger context windows won't fix it"
date: 2026-09-12
source: http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=6aa6ec57a7774f8c85e14f07d9267959&url=https%3a%2f%2fventurebeat.com%2forchestration%2flong-running-ai-agents-quietly-drop-compliance-rules-and-bigger-context-windows-wont-fix-it&c=10587669660608525236&mkt=en-us
description: "In a clean pilot environment, the context window is small. The large language model (LLM)'s attention mechanism maps perfectly to your system prompt. But LLMs are probabilistic generation engines."
---

# Long-running AI agents quietly drop compliance rules, and bigger context windows won't fix it

In a clean pilot environment, the context window is small. The large language model (LLM)'s attention mechanism maps perfectly to your system prompt. But LLMs are probabilistic generation engines.

*Published: 2026-09-12*