concept
active
concept:threshold-like-behavior

threshold-like behavior

Sharp performance changes when S crosses a critical value.

Neighborhood — ranked by edge-count

Concepts (5)

concept
  • shot midpoint k50
    associated_with
    Number of in-context exemplars to reach 50% accuracy in E2.
  • critical threshold Sc
    associated_with
    Task-dependent value of S at which performance flips.
  • Prior work documenting abrupt capability changes under scale; UCCT provides a measurable predictor for when they occur
  • Threshold Sc
    associated_with
    Value of S above which performance sharply increases; varies by model, layer, and task.
  • Phenomenon documented by Park et al. 2024/2025 that UCCT complements by providing a when-predictor

Artifacts (1)

artifact

Related by similarity (8)

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.