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Expert analysis, research findings, and practical guidance on AI governance, certification, and the evolving landscape of algorithmic accountability.

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What SIL can and cannot tell you about AI
Featured
Best Practices2026-09-027 min read

What SIL can and cannot tell you about AI

Functional safety engineering has spent decades building a rigorous language for how much a safety function can be trusted. It is tempting to extend that language to AI components. Some of it transfers well. The part everyone wants most does not transfer at all.

Why our register is empty
Featured
Certification2026-09-025 min read

Why our register is empty

AIC's public register currently lists no certified organisations, because none are certified. We could have populated it with examples, pilots or logos. Here is why we did not, and what the design of an empty register commits us to later.

All Articles

3 articles
Best Practices7 min read

What SIL can and cannot tell you about AI

Functional safety engineering has spent decades building a rigorous language for how much a safety function can be trusted. It is tempting to extend that language to AI components. Some of it transfers well. The part everyone wants most does not transfer at all.

2026-09-02Read
Certification5 min read

Why our register is empty

AIC's public register currently lists no certified organisations, because none are certified. We could have populated it with examples, pilots or logos. Here is why we did not, and what the design of an empty register commits us to later.

2026-09-02Read
Policy Updates6 min read

Six citations that did not exist

South Africa withdrew its draft National AI Policy because six of its academic references were invented. The instructive part is not that a machine produced them. It is that the document travelled from drafting through internal review, Cabinet approval and publication in the Government Gazette without anyone checking.

2026-09-02Read

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Certification Framework

The Five-Division accountability model, and what an AIC assessment covers.

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Regulatory Map

AI regulation by jurisdiction, with draft compliance summaries.

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AI mapped against the safety frameworks each industry already runs on.

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