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Two books frame the series — one explains why climate claims need auditing, the other shows how to do it with governed reasoning. The Substack carries the working investigations.
SyncLogic Systems · auditAI.me
Eighteen interactive pieces on auditing the claims that drive policy.
This is a working bundle. Eighteen interactive pages, one framework, one argument. Each piece carries a part of the claim that AI-assisted reasoning, like medicine and aviation, needs a quality system if it is going to drive high-stakes decisions.
The interactive versions let you actually run the audit — click through reasoning chains, filter the catalogs, demonstrate what happens when the discipline fails, see who bears the cost when it doesn't run at all.
Read in any order. The arc below is the recommended reading sequence.
The five-layer quality system applied first to medical-device manufacture, then placed alongside climate-science reasoning. The bundle's foundation: the discipline these pieces are bringing to AI reasoning was forged in pharmaceutical, clinical-laboratory, and ISO quality-system practice.
The pair that names the moment: AI makes claim-auditing accessible beyond experts and institutions, but only if the session is governed. The Before/Now shift, and the fourteen application domains that the framework's controls actually serve.
The shift from passive trust to active audit, with five Before/Now pairings and the six controls that turn AI from answer machine to auditable reasoning assistant.
Hub-and-spoke routing diagram: 14 application domains × 7 core controls × 8 problems addressed. Click a domain to see its load-bearing controls; click a control to see where it applies.
Three pieces, one argument: the principle (long-form manifesto with the audit gate), the distillation (one image, one sentence), and the working instrument (the six-step claim chain with weak-link demonstration). Read together, they are the bundle's central argument.
The full manifesto: five precedents, an Evidence Quality Gate, three thinking hats, seven core audit questions.
Medicine, devices, planes, bridges, spacecraft — all governed by visible quality chains. Why not climate?
Six steps every claim should travel before driving policy. With weak-link demonstration mode.
The framework applied through two registers. The first is rhetorical — how a single small number carries policy weight it has not earned. The second is technical — the thirteen-point thermodynamic validity audit applied to the standard radiative framing.
A deliberate quartet: the framework's audit applied to the same content area from four different angles. Numbers (what is reported), Mechanisms (how it is claimed to work), Hypotheses (what is being asserted), and Evidence (what is offered as support). Each catalog uses the same chassis with two-axis filtering.
Twenty CO2 numbers, four sections: concentration, forcing, scenarios, and overclaim.
Eighteen mechanisms across four families, each tagged by audit-failure mode.
Sixteen propositions through the same lens. The claims themselves, not their measurements.
Sixteen evidence types: measurement, proxy, modelled, and policy-synthesis.
The bundle's closing arc. From the four-step escalation that defines net-zero policy without an audit, through technology choices and natural-systems consequences, into the cost-transfer geography — ending with the regressive zoom of who bears the cost first when the discipline fails.
The four-step escalation when commitments outrun rules.
Renewables vs nuclear, five burden categories.
Twenty cards. Natural systems caught in policy chains.
Six payer categories mapped to the four-step chain.
The regressive zoom: who bears the cost first.
Read the series
Two books frame the series — one explains why climate claims need auditing, the other shows how to do it with governed reasoning. The Substack carries the working investigations.
SyncLogic Systems · GovAIaaS Rethinking AI Reasoning — coming July 2026 from auditAI.me