concept
active
concept:base-10-arithmeticBase-10 arithmetic
High pretraining exposure numeral system used in E2.
Neighborhood — ranked by edge-count
Concepts (4)
concept
- Base-8 arithmeticrelated_toModerate pretraining exposure numeral system used in E2.
- Base-9 arithmeticrelated_toLow pretraining exposure numeral system used in E2.
- Base-10 additionrelated_toThe generic addition mechanism that Llama-3.1-8B actually uses to compute sums before mapping back to cyclic concept space
- Representational familiarityassociated_withHow familiar a model is with a numeral system, manipulated via bases in Experiment 2.
Datasets (1)
dataset
- Numeral-base arithmetic datasets (B10, B8, B9)associated_withSynthetic arithmetic datasets for base-10, base-8, base-9 two-digit addition with train and test splits.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- A model's task-solving capability without harness evolution, used as baseline for comparing evolution gains
- Quantitative study varying representational familiarity via numeral bases B10/B8/B9 at fixed computational complexity
- Canonical minimal generating set for the implicational theory of a formal context; sound, complete, and of minimal cardinality.
- The specific computational question the paper resolves empirically
- The evaluation task used to probe Llama's representation of days of the week: questions of the form 'What day comes N days after X?'
- Method of using base models (no post-training) to observe spontaneous self-referential behaviors without confound of memorized introspection language.
- Shot midpoint from logistic fit over 10 runs.