ES2606-64e040da - Improper Isolation of Task-Relevant Context

[stevechristeycoley]

Submission File: ES2606-64e040da-new-improper-isolation-task-relevant-context.txt

ID: ES2606-64e040da

SUBMISSION DATE: 2026-06-22 18:05:34

NAME: Improper Isolation of Task-Relevant Context

DESCRIPTION:

The output quality, correctness, or security of an AI model is influenced
by information that is unrelated to the task being performed (i.e. user
prompt). The model fails to reliably separate the requested task from
surrounding contextual cues, causing irrelevant topics, words, or concepts
to alter its behavior. As a result, the same task may produce significantly
different outcomes depending on unrelated prompt content. This can lead to
degraded performance, incorrect results, or security vulnerabilities that
are difficult for users to anticipate or detect.

[Caseit1987]

This issue describes a symptom of Emergent Trust Boundary Violation (ETBV) — a root-cause class I've submitted as #206.

The pattern here is: task-relevant context is bleeding across trust boundaries because emergent AI state isn't isolated from unrelated input. The model is treating all prompt content as equally trustworthy, allowing irrelevant context to influence critical outputs.

I'm coordinating with CISA on this and have already mapped similar issues (#162, #158, #153) to ETBV.

Happy to collaborate on unifying these efforts under the parent class.