Insights

What changed in AI governance, and what to do about it.

Short, dated analysis for the people who have to answer for AI — written against the same control set the Ballast benchmark scores you on.

Benchmark

Your AI passed a benchmark. Can it pass your actual job?

A benchmark score will not tell you whether an AI system is safe for your business. Build a five-part minimum viable assurance pack for one workflow in a day, without pretending that it is a certification.

18 Sept 2026 · 10 min read

Why it matters

A short, dated briefing grounded in the same control set as the Ballast benchmark — designed to turn regulatory change into a practical next step.

Published: 18 Sept 2026
Read time: 10 min
Category: Benchmark

Benchmark

A benchmark tie is not a model-selection decision

A worked assurance reading of the Fable 5.1 and GPT-6 Astra comparison: verify the version, separate independent evidence from vendor claims, and record the workload conditions that make a result meaningful.

15 Sept 2026 · 7 min read

What changed in AI governance, and what to do about it.

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Your AI passed a benchmark. Can it pass your actual job?

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A benchmark tie is not a model-selection decision