Oh, AI wanna be like you, AI wanna walk like you, talk like you, too
The researchers from Stanford University, Northwestern University, the University of Washington, and Google DeepMind describe their work in a pre-print
"We present a generative agent architecture that simulates more than 1,000 real individuals using two-hour qualitative interviews," the paper explains."The architecture combines these interviews with a large language model to replicate individuals' attitudes and behaviors. By anchoring on individuals, we can measure accuracy by comparing simulated attitudes and behaviors to the actual attitudes and behaviors.
The responses of study participants were then fed into an AI agent architecture that injects the entirety of participant responses into the AI model's prompt when the LLM agent is queried – an approach made possible by recent advances in long-context understanding. While AI models last year could process only a few thousand tokens , recent large commercial models can handle
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