Anamnesis: An Open-Source Platform for Large-Scale Backstory-Conditioned Survey Simulation

arXiv:2607.10628 · cs.CL, cs.AI, cs.HC · Submitted 2026-07-12 · Read on arXiv

cs.CL, cs.AI, cs.HC

Submitted: 2026-07-12

Updated: 2026-08-31

Terminology

American Trends Panel — 9× in this paper
Benchmark — 5× in this paper · explained in 2 episodes
Consistency — 5× in this paper · explained in 3 episodes
Alignment — 3× in this paper · explained in 1 episode
Abstraction — 2× in this paper · explained in 1 episode
Accuracy — 2× in this paper · explained in 1 episode
Fidelity — 2× in this paper · explained in 2 episodes
Wasserstein Distance — 2× in this paper · explained in 4 episodes
AI Agents — 1× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Multi-modal Inputs — 1× in this paper · explained in 2 episodes
Multimodal Inputs — 1× in this paper · explained in 2 episodes
Persona Prompting — 1× in this paper · explained in 2 episodes
Personalization — 1× in this paper · explained in 2 episodes
Pruning — 1× in this paper · explained in 4 episodes

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