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@ -26,7 +26,7 @@ The knee jerk reaction to this level of understanding is to assume the problem i
Besides, surely mapping the full breadth of user identity requires much more compute and storage even than the massive AI hardware buildouts now getting underway. We're drifting into absurd [Borges-like territory](https://en.wikipedia.org/wiki/On_Exactitude_in_Science) imagining maps the size of the land they seek to represent. And didn't [Laplace (eventually) show us](https://en.wikipedia.org/wiki/Laplace%27s_demon) that demons like this are hopelessly naive? Besides, surely mapping the full breadth of user identity requires much more compute and storage even than the massive AI hardware buildouts now getting underway. We're drifting into absurd [Borges-like territory](https://en.wikipedia.org/wiki/On_Exactitude_in_Science) imagining maps the size of the land they seek to represent. And didn't [Laplace (eventually) show us](https://en.wikipedia.org/wiki/Laplace%27s_demon) that demons like this are hopelessly naive?
![[escher_honcho.png]] ![[escher_honcho.png]]
([*Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it*...) *[Escher](https://en.wikipedia.org/wiki/Hand_with_Reflecting_Sphere) gets it*...
## Matryoshka Representation ## Matryoshka Representation
So is representing user identity for LLM apps a problem of [computational irreducibility](https://en.wikipedia.org/wiki/Computational_irreducibility)--no shortcuts, full simulation required? So is representing user identity for LLM apps a problem of [computational irreducibility](https://en.wikipedia.org/wiki/Computational_irreducibility)--no shortcuts, full simulation required?
@ -66,7 +66,7 @@ Because LLMs are [simulators](https://generative.ink/posts/simulators/), they ca
We can (and should) even allow them the agency to decide what elements of our identities and typical states to model and how to auto-optimize around them. We don't need full brain scans here, we just need to give them the right meta-methods. We can (and should) even allow them the agency to decide what elements of our identities and typical states to model and how to auto-optimize around them. We don't need full brain scans here, we just need to give them the right meta-methods.
![[honcho_shoggoth.png]] ![[honcho_shoggoth.png]]
(*We don't want one [shoggoth](https://x.com/TetraspaceWest/status/1625264347122466819?s=20) mask per app, or one per user, but as many as each human's identity is complex*) *We don't want one [shoggoth](https://x.com/TetraspaceWest/status/1625264347122466819?s=20) mask per app, or one per user, but as many as each human's identity is complex*
## A DSPy Demo for Honcho ## A DSPy Demo for Honcho