Natural Qubit Algebra: clarification of the Clifford boundary and new non-embeddability theorem

We introduce Natural Qubit Algebra (NQA), a compact real operator calculus for qubit systems based on a $2\times 2$ block alphabet $\{I,X,Z,W\}\subset \mathrm{M}\mathrm{a}\mathrm{t}(2,\mathbb{R})$ and tensor-word representations. The resulting multiplication law induces a canonical $({\mathbb{Z}}_2{)}^{2m}$-grading with a bicharacter that controls commutation signs, placing the framework naturally within the theory of color-graded and Clifford-type algebras. Within this language, we provide: (i) an explicit real Clifford normal form for two-qubit operators via the identification $\mathrm{M}\mathrm{a}\mathrm{t}(4,\mathbb{R})\cong \mathrm{C}\mathrm{l}(2,2;\mathbb{R})$; (ii) a purely algebraic reformulation of the Bell–CHSH scenario, where the quantum violation is expressed as a spectral non-embeddability of a noncommutative spinor algebra into any commutative Kolmogorov algebra; and (iii) compact factored representations of the Bernstein–Vazirani and Grover phase oracles, showing that both Clifford and non-Clifford examples can admit similarly structured symbolic descriptions. We clarify that Grover’s iterate remains outside the Clifford group due to its continuous spectral rotation, consistent with the Gottesman–Knill theorem, while retaining a compact tensor-block form in NQA. The framework isolates spectral, algebraic, and syntactic aspects of operator structure, providing a graded operator language compatible with standard quantum mechanics.