Working Paper

Core Competency Specifications

Normative requirements for software, data, ML, and computer science practice.

A requirement without a verification clause is not a specification.

Software, data, machine learning, and computer science practice all depend on constraints that must be falsifiable, reviewable, and mechanically checked where possible.

These specifications inform the Logos doctrine: principles become real when they become tests.