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LLM agents remind me of the great Nolan movie „Memento“.

The agents cannot change their internal state hence they change the encompassing system.

They do this by injecting information into it in such a way that the reaction that is triggered in them compensates for their immutability.

For this reason I call my agents „Sammy Jenkins“.



I think we can reasonably expect they will become non-stateless in the next few years.


If agents are stateful a few years form now it will be because they accrete a layer of context engineering.


Why?


That's where the research is going.




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