anchor budget k

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

• anchorconcept0.744
  External structure (in-context examples, retrieval, tuning) that biases latent pattern activation.
• How much anchor budget is needed to flip behavior?question0.711
  Practical question addressed by S and k50.
• Anchor Agent Setconcept0.686
  Fixed set of representative task-solving agents (Opus 4.6, Sonnet 4.6, Qwen3-235B) used to compute harness-updating capability metrics
• The budget term −log k acts as a regularizer to discourage degenerate long prompts.claim0.685
  Theoretical interpretation.
• When does behavior flip for a specific prompt and how much anchor budget is needed?question0.677
  The specific gap UCCT addresses that prior phase/representation work left open
• UCCT fills a gap in explaining when behavior flips for a specific prompt and how much anchor budget is neededclaim0.673
  Authors contrast their work with prior phase/representation studies
• The three forces—cohesion, mismatch, budget—summarize anchoring trajectories.claim0.651
  Summary of the decomposition of S.