Upcoming Projects

Welcome to Upcoming Projects Notes. This section serves as an open, chronological notebook tracing the evolution of my independent research in Human-AI cognition. Coming from a background in poetry, literature, and art, my approach focuses heavily on structural harmony, semantic patterns, and universal frameworks. This space documents how early creative insights transformed into concrete cognitive architectures - mapping my past writing to modern, emerging academic research to show where cross-disciplinary thinking meets computer science.


October 2, 2026: Structure-First Cognitive Development Curriculum - In Progress

A developing curriculum within Human-AI Cognitive Development focused on strengthening the human capacity to form, organize, test, revise, and continue thought through Structure-First Cognition. The curriculum is being developed through layered thinking methods and cognitive structures rather than as a single technique. The curriculum does not begin by teaching answers. It begins by developing the structures through which answers can be formed.

September 29, 2026: New Book in Development -  MAP Intellectual Frameworks: Foundations of Structure-First Cognitive Development

Today I placed a public working-title record for my second book: "MAP Intellectual Frameworks: Foundations of Structure-First Cognitive Development". This book is being developed as a continuation of my broader research direction in cognition, structure, authorship, and Human-AI Cognitive Development. Continue..

August 8, 2026: Development Note: Constraint-Based Logical Clarity

Rejection-Based Logical Clarity also points toward a future method currently in development: Constraint-Based Logical Clarity. This method will examine rejection as a possible constraint signal, but only after the relevant anchors have been extracted and defined within the wider Logical Clarity Framework. A constraint may reveal missing support, incompatible environment, unclear positioning, weak proof, undefined expectations, or a boundary that must be tested before action continues.