IOWL Publications & Papers

Ideas intended to be tested,
not simply repeated.

Articles, position papers and working papers advancing IOWL's systemic thinking on Human Calibre, integrity, Positive Value Leadership, productivity, performance and the responsible exercise of human capability.

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IOWL Publications

The publication series provides a home for authored articles, conceptual papers and analysis that can cross IOWL's specialist institutes and centres. The research question determines the lead institutional expression; IOWL remains the common intellectual home. Authored conceptual papers are distinct from the formal institutional position and working papers listed below.

Publication 20260918002 · Authored conceptual position paper · 18 September 2026

Who Gives AI Its Values?

Prof Noel Ferguson · Lead home: Global Institute for Human Calibre™ with the Centre for Positive Value Leadership™

Human Calibre, Positive Values and the Problem Behind AI Alignment. If AI is to be aligned to human values, who defines those values, what positive baseline governs their selection, and what happens when technical capability outruns the Calibre of the people and institutions doing the aligning? The paper compares Microsoft AI's Humanist AI Code of Conduct with Positive Value Leadership™, Perpetual Calibre Development™, the six PVL Exemplars and 24 Positive Values.

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Other authored publications

Publication 20260918001 · Article · 18 September 2026

When Capability Outruns Calibre

Professor Michele Russell · Lead home: Global Institute for Human Calibre™

AI, Neurodivergence and the Human Qualities Our Institutions Fail to Recognise and Reward. As technology expands what people can do, this article asks how institutions decide whom to trust with that enlarged capability.

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Publication 20260910001 · Employability & workforce analysis · 10 September 2026

Work Experience Is Not Employability

Prof Noel Ferguson · Lead home: Centre for Calibre-Driven Productivity & Performance™

Why Capability, Competency and Calibre must travel together from university into work. Universal work experience can widen opportunity and strengthen Competency, but it cannot by itself evidence the Calibre with which growing capability will be exercised. The paper also argues for parallel access across today's workforce rather than waiting for future graduate cohorts.

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Position and working papers

IOWL distinguishes authored publications from institutional position and working papers. Position papers state the current institutional architecture; working papers make developing propositions available for scrutiny and refinement.

Position paper

IOWL Calibre Position Paper

The systemic IOWL proposition connecting Capability, Competency and Calibre across education, work, institutions and society.

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Working paper

The Capacity Conundrum™

A developing proposition on why increasing human, technical and institutional capacity creates possibility but does not by itself determine direction or trusted performance.

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Evidence

Emerging Evidence

The public evidence position supporting continued scrutiny of IOWL's propositions, distinguishing external evidence, IOWL observations and areas still requiring independent validation.

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Researching, citing or responding?

IOWL welcomes scrutiny, discussion, institutional engagement and independent testing of its developing propositions.