ChatGPT + SyncLogic · A Governed AI Job Know-How Pack

Audit the sequence.
Respect uncertainty.
Earn the confidence.

From climate claim to reliance decision using governed AI. Walter Shepherd's books and tools teach commentators, researchers, journalists, and citizen auditors how to test climate claims before they harden into policy.

Core Promise

A governed AI starter pack for testing whether climate claims have earned their confidence.

Use ChatGPT + SyncLogic to audit climate claims for evidence visibility, causal sequencing, attribution method, uncertainty treatment, and policy reliance.

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Audit the Sequence

Trace a claim from evidence to policy — don't stop at the number.

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Respect Uncertainty

Surface ranges, limits, and caveats instead of hiding them.

Earn the Confidence

Reliance is classified, not assumed — Low, Medium, High, or Not Enough Information.

Explore the project

Five ways to become a better climate auditor

Each piece builds on the last — from a practical prompt pack, to the book that teaches the reasoning, to the governance system it grew into.

Climate Claim Auditor Pack infographic
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Climate Claim Auditor Pack

14 tools — prompts, checklists, and templates — for auditing evidence visibility, causal sequencing, attribution method, uncertainty treatment, and reliance in any climate claim.

See what's inside →

Rethinking the Causes of Climate Change Using Three Thinking Hats — book cover
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The Book & the LiveBook

"Rethinking the Causes of Climate Change Using Three Thinking Hats" — a DIY guide for activists, skeptics, and the curious — becoming an AI-guided LiveBook.

Meet the Three Hats →

The Emergence of AI Capabilities infographic
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The Emergence of AI Capabilities

How a climate-audit idea, built with ChatGPT, Grok, and Claude, became a generic prediction-governance system for any domain — climate, economics, medicine, and beyond.

See the governance system →

Public Audit Guide P-011 infographic
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Public Audit Guide (P-011)

A step-by-step guide to detecting adaptive model preservation — testing whether a climate model survives because evidence strengthened it, or because it was quietly adjusted to protect its conclusion.

Read the audit guide →

Three Hats. One Framework — book back cover
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The Book Audit

An independent SyncLogic audit of "Rethinking the Causes of Climate Change" itself — claim classification, postulate register, vulnerability patterns, risk register, and falsification challenges.

Read the audit →

Who it's for

Built for anyone who has to stand behind a claim

Climate commentators

Test claims before posting or responding.

Substack & LinkedIn writers

Write more disciplined articles and avoid overclaiming.

Researchers & analysts

Organise evidence and uncertainty; test whether policy claims have earned reliance.

Journalists & citizen auditors

Check headlines, attribution claims, and compare claims across sources.