Computational linguistics & semantic representation
How natural language moves toward semantic representations and computational structures that support inference.
Mizan Research & Development
Research publications
Studies and knowledge papers issued by Mizan’s Research & Development unit. Each publication is presented with a concise description and access to its original file.
Areas represented in the publications
The current publications span computational language research and an exploratory study of value creation through inspiration.
Large language models & infrastructure
Language models and the computational components used to operate them, including GPU, KV Cache, and PagedAttention.
Inspiration economy & institutional capability
The path from meaning and participation to capability and outcomes that can be measured.
Available publications
2 publicationsInterpretive research study
Inspiration Economy
Origins, value logic, operating model, risks, and Mizan’s potential position
Examines inspiration economy as an emerging concept and traces how meaning can move through participation toward capability and measurable outcomes. The study notes that the term is not a unified formal economic classification.
Analytical research brief
Computational Linguistics
From meaning to an inferable computational structure
An illustrated eight-page introduction to computational linguistics, semantic representation, large language models, computational infrastructure, and practical pathways.