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Socio-Foundation is a model introduced for generalizable individual behavior simulation via hierarchical capability distillation. It organizes simulation into the FONTS Taxonomy and uses a three-stage pipeline.
Source: arXiv
https://arxiv.org/abs/2610.08967
#MachineLearning
Researchers present data comparing human, base model, and frontier model judgments about classic moral dilemmas while systematically varying identity relationships and Rawlsian constraints on identity.
Source: arXiv
https://arxiv.org/abs/2610.09053
#MachineLearning
Researchers study interactive learning from language feedback by modeling user intent as latent constraints and introducing TRACE, an algorithm that organizes candidate constraints in a tree.
Source: arXiv
https://arxiv.org/abs/2610.09107
#MachineLearning
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