Definition
The progressive loss of factual integrity or original intent as data undergoes multiple transformations—such as recursive summarization or multi-agent handoffs—creating a trade-off where increased pipeline complexity enables sophisticated reasoning but exponentially increases the risk of 'meaning decay'.
Not to be confused with 'Concept Drift', which involves changing statistical properties of external data over time.
"A high-stakes game of 'Telephone' where each whisper is a different LLM call or retrieval step."
Conceptual Overview
The progressive loss of factual integrity or original intent as data undergoes multiple transformations—such as recursive summarization or multi-agent handoffs—creating a trade-off where increased pipeline complexity enables sophisticated reasoning but exponentially increases the risk of 'meaning decay'.
Disambiguation
Not to be confused with 'Concept Drift', which involves changing statistical properties of external data over time.
Visual Analog
A high-stakes game of 'Telephone' where each whisper is a different LLM call or retrieval step.