I conduct independent research through NextGen Advanced Systems & Technologies (NGAST), investigating how evidence, meaning, authority, and justified reliance change across time, contexts, and relationships.

My research includes LexiFORM, an executable experimental lineage examining compositional interpretation and evidence-qualified relationships, and Evidence Standing Diagnostic 001, a published synthetic two-model investigation of historical versus current evidentiary standing.

I also develop Fork, an independent initiative focused on preserving recomputable evidence of AI-assisted workflows.

My approach emphasizes reproducibility, explicit limitations, preservation of negative findings, and critical examination rather than predetermined conclusions.

I am seeking support for independently challengeable research, including external semantic examination, controlled experiments, and openly accessible scientific publications.

Published research:

LexiFORM: https://doi.org/10.5281/zenodo.23466511

Evidence Standing Diagnostic 001: https://doi.org/10.5281/zenodo.23480962

Research repository: https://github.com/RecomputableEvidence/lexiform-research