Aligned by Design

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Alignmentconcept0.849
  The goal of making model behavior match human values and intentions, often addressed during post-training.
• Alignment Typeconcept0.785
  The only statistically significant predictor of koan battery scores (p=0.006); includes Constitutional AI, RLHF, SFT, roleplay, empathy
• Alignment Problemconcept0.771
  The problem of ensuring AI systems adopt values compatible with human welfare — argued to be a perennial problem already present in child-rearing
• Alignment Functionconcept0.770
  A learnable invertible transformation in DAS that maps neural representations to a basis aligned with causal variables
• Aligned-MTLmethod0.765
  Independent component alignment for multi-task learning.
• How Do We Ensure Alignment Of Values Betweenquestion0.763
• Alignment Function (AF)method0.761
  Learnable invertible transformation in DAS/MAS that rotates latent vectors into aligned subspaces; narrowed to orthogonal matrices Q.
• Alignment Map (ϕ)concept0.760
  The bijective function mapping DNN inner neurons to latent variables in causal abstraction; its complexity is the central variable studied