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WritingsAug 24, 2026Source article

Eventual Understanding

In Multi Agent - Multi Step Workflows
Eventual Understanding in Multi-Agent Workflows will become critical for Human Operators of ai

โ€œEventual Understanding in Multi-Agent Workflows will become critical for Human Operators of aiโ€

Abstract diagram of colorful agents in a multi-step workflow
Multi Agent - Multi Step Workflows

Eventual Understanding is a concept from Theorem Relays Paper

๐Ž๐ง ๐„๐ฏ๐ž๐ง๐ญ๐ฎ๐š๐ฅ ๐”๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐๐ข๐ง๐ :

This could eventually prove useful in multi-agent workflows, where the human operator has no way of keeping up with all the different branches of operation:

https://www.shayanarman.com/theorem-relays.pdf

However as long as the outputs are seen, one can then work backwards from a successful branch to then claim eventual understanding.

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