Research blog
From the research to the field.
Perspectives, research notes and product thinking on AI that can be trusted with real decisions.

Perspective · Kybern · 6 min
Why AI near real decisions must know when it is wrong
Confidence is cheap. A system that advises on consequential decisions must say what it does not know and stop where its authority ends.
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Entrada · 5 min
Your documents changed last week. Does your AI know?
Most document AI answers from whichever version it finds first. Here is how Change Radar keeps every answer on the latest version, offline.
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Research · Kybern · 7 min
Inside the Reality Challenge: a test designed so Kybern can lose
259 of 259 internal cases against a naive baseline’s 74. That is not proof, and we explain why.
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