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The Demo Nobody Watched
On April 20, 2024, I uploaded a four-minute video to YouTube. No announcement. No press release. A live Python server, a working dashboard, and a system two years in the making. It has 25 views. Here is what was actually in it.

David Harvey
5 min read


Why More Data Doesn't Mean Better AI Decision Making — The Deficit Model Explained
Hannah Fry and Michael Stevens call it the Deficit Model — the assumption that better decisions come from more information. The evidence against it is overwhelming. Here is what actually makes AI decision making better, and why Ask Omega* was built on the explicit rejection of this assumption.

David Harvey
5 min read


How AI Decision Making Actually Learns — Not From Clicks, But From Whether You Stopped Looping
Most AI decision making systems learn from what you click. Ask Omega* learns from whether you stopped looping. The three learning loops behind a decision system that gets smarter with every receipt — and why the founding cohort are calibration partners, not just early adopters. Design By Zen, NZ.

David Harvey
4 min read


AI Decision Making Has a Problem. Here Is What We Built to Solve It.
AI is not just changing how we get answers. It is changing the pace and complexity of decision-making.
That is the part we do not think enough people are considering. More models. More agents. More automation. More data. More options. More speed.
The advantage will not simply go to people who "use AI."
The advantage will go to people, teams, and organisations who can use AI decision making as a tool. AI decision-making with Ask Omega*, the web app and API, is suppor

David Harvey
2 min read


A Trustworthy AI System Should Not Need to Imagine Its Own Audit Trail
A confident AI answer asks you to trust the model. An accountable AI system can show you why trust is warranted. The difference is not subtle — and it starts with a question: if the model were turned off, what would your AI still know?

David Harvey
6 min read


Confidence is Cheap. Evidence is Architecture.
LLMs are extraordinary. They can explain, synthesise, and reason across vast context. That is exactly why asking them to be the memory, the evidence ledger, and the judge of truth at the same time is a category error — and a fixable one.

David Harvey
6 min read


AI Doesn't Have a Confidence Problem. It Has an Evidence Problem.
Most AI systems sound confident. Few can prove what they know. Omega* Sensing solves the trust problem at the heart of enterprise AI — by separating the voice from the evidence.

David Harvey
8 min read
The Record
What was built. What shipped. What's measured.
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Announcements of capability realisation in governed clinical intelligence.
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Ask Omega* provides paid moments of Clarity & Certainty to enterprise decision-makers.
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Evidence packs mature in 30 and 60-day cycles.
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Measurements over promises.
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