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Simulator Theory

Edited by Jozdien, TristanTrim, et al. last updated 20th May 2025

Simulator Theory (in the context of AI) is an ontology or frame for understanding the working of large generative models, such as the GPT series from OpenAI. Broadly it views these models as simulating a learned distribution with various degrees of fidelity, which in the case of language models trained on a large corpus of text is the mechanics underlying the process that generated that corpus, which may be understood as the people writing, or the dynamics they write about.

It can also refer to an alignment research agenda, that deals with better understanding simulator conditionals, effects of downstream training, alignment-relevant properties such as myopia and agency in the context of language models, and using them as alignment research accelerators. See also: Cyborgism

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Posts tagged Simulator Theory
664Simulators
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janus
3y
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168
89Conditioning Predictive Models: Large language models as predictors
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evhub, Adam Jermyn, Johannes Treutlein, Rubi J. Hudson, kcwoolverton
3y
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4
96Why Simulator AIs want to be Active Inference AIs
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Jan_Kulveit, rosehadshar
2y
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9
66The Compleat Cybornaut
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2y
2
636The Waluigi Effect (mega-post)
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Cleo Nardo
3y
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188
65How to Control an LLM's Behavior (why my P(DOOM) went down)
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RogerDearnaley
2y
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30
48Goodbye, Shoggoth: The Stage, its Animatronics, & the Puppeteer – a New Metaphor
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RogerDearnaley
2y
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8
35Motivating Alignment of LLM-Powered Agents: Easy for AGI, Hard for ASI?
RogerDearnaley
2y
4
63Simulacra are Things
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janus
3y
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7
60Conditioning Generative Models for Alignment
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Jozdien
3y
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8
104'simulator' framing and confusions about LLMs
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Beth Barnes
3y
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11
50 [Simulators seminar sequence] #1 Background & shared assumptions
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Jan, Charlie Steiner, Logan Riggs, janus, jacquesthibs, metasemi, Michael Oesterle, Lucas Teixeira, peligrietzer, remember
3y
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4
37Agents vs. Predictors: Concrete differentiating factors
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evhub
3y
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3
19A smart enough LLM might be deadly simply if you run it for long enough
Mikhail Samin
2y
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11Case Studies in Simulators and Agents
WillPetillo, Sean Herrington, Spencer Ames, Adebayo Mubarak, Cancus
4mo
8
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