Three Cognitive Maps
Li et al. (2026). Knowledge, Skills, and the Missing Cognitive Infrastructure in Education and Employment. Trust report.
Publications
Formal outputs connected back to the research architecture.
Papers and reports are one class of research asset—not the only measure of research progress. This archive preserves the existing publication record while making clear which research programs and projects each output supports.
Trust Reports & Policy Papers
Research framing and institutional analysis.
Teacher Training and the Missing Cognitive Map
Li et al. (2026). The Case for Panoramic Decision Simulation. Policy report.
Domain Algebra and Related Computational Series
Li et al. (2025–2026). A research series on domain-constrained representation, explicit-domain inference, reasoning-as-data, DALM, and ternary memristive logic.
Open Access
Publicly accessible papers.
How Should AI Knowledge Be Governed?
Li et al. (2026). Epistemic Authority, Structural Transparency, and the Case for Open Cognitive Graphs.
Ternary Memristive Logic: Hardware for Reasoning Realized via Domain Algebra
Li et al. (2026). Hardware realization of reasoning through a domain-algebraic framework.
DALM: A Domain-Algebraic Language Model via Three-Phase Structured Generation
Li et al. (2026). A domain-algebraic language model built around structured generation phases.
Reasoning as Data: Representation-Computation Unity and Its Implementation in a Domain-Algebraic Inference Engine
Li et al. (2026). A domain-algebraic inference engine built from the principle that reasoning and representation are unified data structures.
Domain-Contextualized Inference: A Computable Graph Architecture for Explicit-Domain Reasoning
Li et al. (2026). A computable graph architecture for explicit-domain reasoning.
Domain-constrained knowledge representation: A modal framework
Li et al. (2026). A modal framework for domain-constrained knowledge representation.
Beyond Papers