
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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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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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, and the three disciplines that decide whether it pays.
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The digital duel that turned into a discipline: AEO in plain words, and what an AEO-informed build changes on a maritime website.
Read full perspectiveRecordings of conference presentations and industry panels.

Full recording of Kristina Agustin's keynote at the Australian Superyacht, Commercial Marine and Export Conference (ASMEX) 2026 — twelve months of AI in maritime, the $11.5 billion consulting shift, and the seven things that have moved under our industry's feet.
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Full recording of the ISS Education Committee Leadership Series panel on AI in Yachting, moderated by Kristina Agustin in West Palm Beach, March 2026. Panelists: Jake Lazarus, Sara Shake, Claire Hagen, Alistair Callender, and Christina Norris.
WatchRecorded industry briefings on the rules that apply to AI in your operation, delivered first to Dispatch readers.

Episode 1: Introduction – Why AI Now? This is a 5-minute introduction to a 60-minute industry field briefing called 'Steering Deliberately Into Disruption.'
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Episode 2, Part 1: What is AI? A 5-minute deep dive into what artificial intelligence actually is, from Alan Turing's original question to today's generative and agentic AI systems.
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Episode 3, Part 2: Use Cases Across Maritime and Superyachts. A 6-minute exploration of AI applications across the maritime and superyacht industries, from autonomous shipping to custom business solutions.
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We're opening the 2026 AI Position Survey — a short, anonymous instrument designed to map where maritime and superyacht leaders actually stand on AI right now. The findings will be published in the inaugural AI Position Report and shared first through the weekly dispatch.
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Southern Sky AI has been selected as one of five finalists for the Innovators and Start-Ups Showcase at Marinas26, taking place 25 to 26 May 2026 at RACV Royal Pines Resort, Gold Coast.
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Southern Sky AI will join the AI: Practical Applications for Marinas panel at Marinas26, taking place 25 to 26 May 2026 at RACV Royal Pines Resort, Gold Coast.
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