AI-Native

Context Collapse

Also known as: Context Collapse Problem

When an AI tool shifts between jobs without the user realizing, causing unpredictable behavior.

Context Collapse is why generalist AI agents fail and specialists win. A generalist agent might start helping with research, drift into writing, then accidentally generate something that looks like a final deliverable. The user doesn't know which mode it's in and loses trust.