Blogs.

Perspectives on decision intelligence and evidence-grounded AI.

4 articles

22 Sep 20264 min read

Introducing Atlas for University Research Offices

Every research opportunity raises a question: who can help us take it forward? Atlas connects people to documented expertise, helping universities build research teams, develop partnerships, and plan future capabilities with the evidence in view.

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31 Aug 20265 min read

The Verification Gap

AI is making research easier and faster. Verifying it has not kept pace. Every polished draft lands on the same desk, waiting for a signature your institution stands behind. That distance is the verification gap. The piece closes with working principles and a 90 day plan for the office that signs.

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31 Aug 20264 min read

A Confidence Score is Not a Proof

AI patent tools answer claim questions with a confidence score that cannot be audited or reproduced. We break the claim into its limitations, map each to evidence, and formally prove how they combine. The result is a certificate anyone can re-check and reach the same answer.

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31 Aug 20267 min read

Every High-Stakes AI Answer Should Carry a Verdict

As AI answers start feeding consequential decisions, this piece asks what it takes to rely on one. It introduces proof carrying certificates, where the AI drafts the answer and separate deterministic checks verify it. Every answer ships with a certificate and a clear verdict on what was checked.

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