Outcomes Theory

AI Interpretability is Human Organizational Interpretability: Why Claude’s Soul Document Needs a DoView

A new visual methodology for modeling behavioral logic to more transparently assess AI system alignment.

Dec 17 • Dr Paul Duignan

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Same Day Service - Draft Outcomes Created for New NZ Ministry Announced Today

This morning the setting up of the new NZ Ministry of Cities, Environment, Regions, and Transport (MCERT) was announced. By afternoon, I had built a…

Dec 16 • Dr Paul Duignan

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Launch of New DoViewPlanning.Org site - Going Visual With With Planning for the AI Age

Reinventing planning and implementation for the current age with faster visual planning

Dec 12 • Dr Paul Duignan

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October 2025

Bias in the Nobels: Gee-Whiz Science, Shame About Societal Collapse

The Nobels currently reward those who can split the atom but ignore those who could help societies stop tearing themselves apart.

Oct 13 • Dr Paul Duignan

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May 2025

How can community groups safely use AI?

Government and community groups need to get together to issue sensible guidance fast

May 27 • Dr Paul Duignan

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April 2025

February 2025

September 2024

Size Doesn't Always Matter—What Does Strawberry, the latest AI development, signify?

With the release of Open AI's o1—Strawberry—where is AI currently headed?

Sep 13, 2024 • Dr Paul Duignan

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July 2024

Victoria University, AI & Society Seminar, on my book—Surfing AI—this Friday 26th July

'How To Talk More Strategically About AI'. Anyone welcome to attend online or in person.

Jul 23, 2024 • Dr Paul Duignan

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Better Ways of Talking About AI, AI Tutors and AI Sentience

Nine-minute radio clip and transcript on several topics in AI including brief discussion of some new concepts from my new book

Jul 11, 2024 • Dr Paul Duignan

Podcast: Eight Key Questions Educators Should Ask About AI (full presentation)

One hour conference presentation on how educators should orientate themselves towards artificial intelligence.

Jul 3, 2024 • Dr Paul Duignan

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June 2024

Four Demands Consumers Should be Making of the Big Tech Players Battling Over AI

As Apple, Microsoft, Google, X, Meta, Claude and others compete over AI it is important we as consumers focus on key demands we should be making

Jun 17, 2024 • Dr Paul Duignan