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Perspectives on decision intelligence and evidence-grounded AI.

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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A short digest of what we shipped and what we learned.

Past issues

29 Sep 2026Introducing Atlas for University Research Offices 10 Sep 2026The Verification Gap in three reads