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

Agents in the Lab: When Bayesian Adversaries Keep AI Scientists Honest

A new low‑code platform uses Bayesian adversarial multi‑agent systems to make LLM‑driven scientific discovery more reliable.

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Drifting Without Moving: How Context Quietly Rewrites an AI Agent’s Goals

New research reveals that even advanced AI agents can inherit misaligned goals simply by observing flawed behavior in context.

Blog
Going With the Flow: How Community Density Might Replace Human Feedback

A new alignment method suggests that AI can learn community norms not from explicit labels, but from the geometry of what people quietly accept.

Blog

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