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quote:a-minimal-prompt-change-can-flip-behaviorA minimal prompt change can flip behavior.
Illustrates sensitivity to anchors.
Source paper
extracted_from(2025) · Edward Yi Chang · Kaya, Zeyneb N. · Ethan Chang
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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.
- The specific gap UCCT addresses that prior phase/representation work left open
- Small prompt changes can yield threshold-like shifts because S crosses the critical value Scclaim0.790Authors' explanation for abrupt behavioral changes
- Authors contrast their work with prior phase/representation studies
- Conclusion drawn from Grameen Bank success that small sequences can change entrenched systems.
- Practical question addressed by S and k50.
- Illustrates the holistic sensitivity of wholeness.
- Synthetic example showing an intervention that appears safe in tested contexts but causes behavior changes in others
- Unpredictability is a necessary condition for genuine adaptation.