AI isn't magic.

But applied right, it works like it.

Cognaptus automates enterprise workflows and incubates AI tools for startups—bridging operational efficiency and product innovation.

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Recent from Cognaptus

From Lone LLMs to Living Systems: The Multi-Agent Orchestration Shift

Why the next competitive edge in AI is not a bigger model, but a better-organized society of models.

Blog
Resampling Reality: When Your AI Needs to See the Same Thing Twice

How invariant transformations and resampling reduce epistemic uncertainty—without retraining or scaling your model.

Blog
Update or Revise? Turns Out It’s the Same Argument in a Better Suit

A modal-logic analysis showing that AGM belief revision subsumes KM belief update — and why the difference collapses to a single axiom about unsurprising information.

Blog

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