The Chart Room
Articles, perspectives and conversations by Kristina Agustin.
33 articles

The Great Equaliser
A short film called Candy, my own giant-and-kraken opener for Monaco, and what AI video opens up for your business.
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An AI Agent Acts For You
What an AI agent is, why one is usually a team of them working to an org chart, what a marketing build looks like inside, and the parts of the job that stay with you.
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Draw a Banana: How AI Models Work
Why a language model reaches for the most ordinary answer, how computer vision does the same thing with pixels, and why bias comes out of that mechanism rather than being added on top.
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The Butterfly in the Machine
Why an AI system gives different answers to the same question, what a rounding error in 1961 has to do with your build in 2026, and what it takes to run systems that keep moving.
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Eighteen months in AI feels like forty years
In May 2025 I told our industry the safest AI tier started at USD $10,000. That tier now sits on a desk, and deployment starts with a goal stated in your own words. What changed, what it costs,…
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The website your clients' AI assistant reads
The digital duel that turned into a discipline: AEO in plain words, and what an AEO-informed build changes on a maritime website.
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What a finished AI build looks like
Five documented builds from the Log Book, and what deployment actually means: tools handed over working, configured to your systems, with documentation.
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The twelve questions an AI use policy has to answer
What an insurer, auditor or client reads for in an AI use policy: twelve questions that test any draft, template-started or written from scratch, before someone asks to see it.
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What AI training delivers when it's built for maritime operations
What a maritime AI training day delivers: capability people keep, confidence on real tasks, and three documented deliveries from the Log Book.
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