Causal graph formalism (Wolfram physics style)

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

• Causal Geometryframework0.795
  Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
• Transformer can be viewed as a Wolfram causal graph with foliations specifying computation order.claim0.782
  Janus's interpretive framing of transformers as causal graphs.
• Deterministic Causal Modelconcept0.779
  Formal representation of algorithms as directed acyclic graphs computing functions f_A
• Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models (Marks et al., 2025)concept0.765
  Cited as enabling precise behavioral control through SAE features, extending the same methodological line
• causal shaping of behavior by representation geometryconcept0.759
  Central question: does geometry in activation space causally determine behavior?
• Causal Invarianceconcept0.756
  Property that causal mechanisms remain stable across environments; desirable for OOD.
• An interplay between causal abstraction and feature geometry deepens mechanistic understanding of language modelsclaim0.750
  Methodological claim about the scientific value of combining causal abstraction with representational geometry analysis
• Causal Mechanismconcept0.750
  Function determining the value of a variable based on its causal parents in an acyclic causal model.