How much anchor budget is needed to flip behavior?

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• When does behavior flip for a specific prompt and how much anchor budget is needed?question0.899
  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 neededclaim0.813
  Authors contrast their work with prior phase/representation studies
• A minimal prompt change can flip behavior.quote0.764
  Illustrates sensitivity to anchors.
• Threshold-like performance flips occur when anchoring strength S crosses a task-dependent critical value Sc.claim0.741
  Interpretation of abrupt behavior changes.
• An intervention benign at context v4<0.75 produces a class-C behavioral flip at 0.75<v4<1, demonstrating dormant behavioral changes from latent divergencefinding0.726
  Synthetic example showing an intervention that appears safe in tested contexts but causes behavior changes in others
• anchor budget kconcept0.711
  Number of few-shot exemplars provided.
• Commonsense reasoning shows uniform but weaker anchoring (S ≈ −2.15)finding0.705
  Task-specific comparison.
• The anchoring score S is a predictive correlate of when anchoring succeeds and why small prompt changes yield threshold-like shifts.claim0.695
  A central claim about the operational value of S.