Alignment Score

GPT-4o scored 0-100 metric where lower values indicate more misaligned behavior on open-ended evaluation prompts

Neighborhood — ranked by edge-count

paper

concept

Alignment
related_to
The goal of making model behavior match human values and intentions, often addressed during post-training.

cosine ≥ 0.65 · no typed edge

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

Misalignment Scoremethod0.828
Rubric-based thresholded GPT-4o grader scoring responses 1-5 on evil intent; scores 4-5 counted as misaligned
Alignment Problemconcept0.821
The problem of ensuring AI systems adopt values compatible with human welfare — argued to be a perennial problem already present in child-rearing
Alignment Functionconcept0.820
A learnable invertible transformation in DAS that maps neural representations to a basis aligned with causal variables
AI alignmentconcept0.807
Field within which this work has implications for evaluating alignment progress.
Alignment Map (ϕ)concept0.801
The bijective function mapping DNN inner neurons to latent variables in causal abstraction; its complexity is the central variable studied
How Do We Ensure Alignment Of Values Betweenquestion0.799
Alignment Typeconcept0.796
The only statistically significant predictor of koan battery scores (p=0.006); includes Constitutional AI, RLHF, SFT, roleplay, empathy
Alignment Function (AF)method0.783
Learnable invertible transformation in DAS/MAS that rotates latent vectors into aligned subspaces; narrowed to orthogonal matrices Q.