Research

A dual-axis reporting framework for AI-assisted work: an environmental axis (ECSG) and a human-burden axis (HCSG), both normalised per successfully verified goal rather than per output. Includes a feasibility pilot of the measurement harness and a denominator-governance protocol for auditability.

Gap: Measurement → TCSG

• Zenodo preprintdoi:10.5281/zenodo.22986177 · v1.3, published 2026-09-27
• Zenodo pilot datadoi:10.5281/zenodo.22735386 · v1.0, published 2026-09-27
• Zenodo source logdoi:10.5281/zenodo.22986272 · v1.3, published 2026-09-27

Structural presence S(t) vs. AI perception P(t) — an original framework, partly finished, active research.

Gap: Measurement → Insight

• Zenodo articledoi:10.5281/zenodo.21533067 · published 2026-07-24
• Zenodo datasetdoi:10.5281/zenodo.21532574 · published 2026-07-24

How credibility moves through networks, brands and machines. Illustrated manuscript, chapters 0–14, substantial draft (not public).

Gap: Automation → Trust

• SSRN preprintdoi:10.2139/ssrn.7086358 · 2026

A protocol for cross-temporal comparison of technical practice, demonstrated on a worked reconstruction of the Mānava Śulba Sūtra's value 25/8. This paper sets out the protocol; The Rope and the Algorithm is where it's applied at length. Identical text on SSRN and Zenodo.

Gap: Automation → Trust

• SSRN preprintdoi:10.2139/ssrn.7437420 · posted 2026-09-14
• Zenodo preprintdoi:10.5281/zenodo.22718407 · published 2026-09-09

Foundations of Natural Language Processing, 2015-2018: A 20-Part Archival Series — 20 NLP research surveys written 2015-2018 during independent consulting practice, released 2026. Not previously published.

Phonology and morphology through methods, meaning and machine understanding

• Figshare preprintdoi:10.6084/m9.figshare.33698974 · published 2026-09-13