multimethod (generic function) dispatch via n-way lookup

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

• n-way Associative Lookupconcept0.730
  The single primitive operation of looking up a value from a set of n keys.
• whether many (maybe even all) useful organisations of information and behaviour in a dynamic language might be constructed from a single primitive operation: n-way associative lookupquestion0.721
  The central research question explored, by way of examples, throughout the paper.
• We propose that many, and maybe even all, interesting organisations of information and behaviour might be built from a single primitive operation: n-way associative lookup.claim0.717
  The central thesis of the paper, that associative lookup is a universal building block for dynamic system semantics.
• Multi-Attempt Rate (metric)concept0.704
  Secondary metric: percentage of responses containing multiple attempts, separating surface from actual self-correction
• Multi-Turn Promptingmethod0.702
  A prompting baseline that elicits N responses across N sequential conversation turns
• Transformers use an anti-Markovian solution that recomputes relevant numeric information at each step in the Multi-Object taskclaim0.690
  Prior finding from Grant et al. 2025 used to interpret low MAS IIA for GRU-Transformer hidden state comparisons.
• MAS reveals that numeric representations differ between GRUs trained on Multi-Object, Rounding, and Modulo tasksfinding0.689
  Case study showing MAS can compare specific causal information types across models trained on different tasks.
• Multiple-choice evaluation method for PM trainingmethod0.687
  Using language model log probabilities of answer choices (A)/(B) to produce preference labels.