Task Nature

Whether a correct answer exists, and whether it is feasible to compute

MARKO ŽIVKOVIĆ In review

Task nature is the first calibration dimension in When the Commitment Boundary Needs Reinforcing: an epistemological classification — not a complexity score — of whether a deterministic correct answer exists and whether computing it is practical at scale.

Three classes:

Class	Term	Core question
D-F	Deterministic and feasible	Correct answer exists and can be computed exactly at needed scale/latency
D-I	Deterministic and infeasible	Correct answer exists in principle; exact computation is impractical — approximation or validated models may be warranted
P	Genuinely probabilistic	No single deterministic correct answer — judgment under uncertainty

Task nature is plotted against outcome severity and frequency in the Decision Framework territory map. False uncertainty is when stakeholders lack access to a knowable (often D-F) answer — not a fourth task-nature class.

Classification is itself an L0 governance act: misclassifying downward to reduce friction is a predictable failure mode.