C.2.2:5.2 - Episteme illustration
Episteme. A paper asserts two claims about an algorithm A:
c2:“A terminates for all inputs in domain D.” (axiomatic / proof-carrying)c3:“A achieves ≥ 0.92 F1 on dataset family F under deployment preprocessing P.” (empirical)
c2 can achieve high VA with a proof carrier; its LA lane may be N/A, but its TA lane remains relevant because the intended meaning of “domain D” must align with the implementation’s input model.
c3 requires LA evidence and a freshness or shift policy because dataset and preprocessing drift can change both scope and warrant. For production use, state the exact dataset/preprocessing relation and the A.10 or B.3 evidence-reuse claim, then apply its declared loss to R_eff; change G separately if the production claim has another scope.