Modular Arithmetic

The mathematical operation performed by the addition module: parallel computation across multiple circles, each computing mod k.

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.

Modular additionconcept0.833
The mathematically natural computation for cyclic concepts (e.g., addition mod 12 for months), which the paper shows Llama does NOT directly implement
Modularityconcept0.826
Property of developmental systems where functions are encapsulated in modules with simple triggers, enhancing evolvability.
Base-9 arithmeticconcept0.757
Low pretraining exposure numeral system used in E2.
Functional Modularityconcept0.757
The principle that specific computations are localized to specific model components, evidenced by Style Modulation Heads
Base-8 arithmeticconcept0.747
Moderate pretraining exposure numeral system used in E2.
Base-10 arithmeticconcept0.745
High pretraining exposure numeral system used in E2.
multiplicative scoringconcept0.739
Score = (sum of completed quartet values) × (number of quartets), making portfolio composition consequential.
Math-Verifymethod0.738
Evaluation tool used to assess accuracy on math benchmark datasets