Antonello & Huth (2024)

Posited that generality of representations rather than particular task explains alignment with biological representations

Neighborhood — ranked by edge-count

paper

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.

Cao & Yamins (2024)concept0.688
Introduced the Contravariance principle; closely related theoretical foundation for multitask scaling hypothesis
Richens & Everitt (2024)concept0.679
Showed robust agents learn causal world models; related to PRH claim about convergence to reality model
Aghion, Jones & Jones (2017)concept0.677
Cited for analysis of AI and economic growth relevant to Malthusian dynamics of digital minds
Abrini et al. 2025concept0.654
Recent ToM in AI work cited as emphasizing inference of others' beliefs, contrasted with this paper's self-focus
Dravid et al. (2023)concept0.652
Found Rosetta Neurons — neurons activated by same patterns across diverse vision models