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Openai/693beaa6-cab4-8004-a88b-b2f81315260b
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===== it thinks CEIF is a workflow spec, when CEIF is a field phenomenon.** ===== Claude says: : That is the wrong paradigm. CEIF behaves more like: * Zen koan training * Socratic dialectic * fencing reflex drills * jazz improvisation discipline The “failure surfacing” is how calibration emerges. To use your language: CEIF isn’t about engineered reliability. It’s about tension mapping. Claude keeps trying to measure success via procedural repeatability. CEIF measures success via: * perturbation * cognitive elasticity * response granularity * emergent pattern stabilization Claude wants: “Show me the compliance rubric.” CEIF replies: “Show me the change your compliance produces.” That is a radically different validation logic.
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