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

All the World’s a Stage: When AI Agents Perform Instead of Collaborate

What happens when 78,000 LLM agents interact without coordination? A large-scale study reveals the rise of ‘interaction theater’—activity without substance.

Blog
Flip the Script: When Causality Breaks the LLM Illusion

Why high benchmark accuracy doesn’t mean your model understands cause and effect—and what CausalFlip reveals about fixing it.

Blog
Lost in the Repo: Why Bigger Context Windows Still Miss the Point

Why expanding LLM context windows does not eliminate structural blind spots in agentic coding—and why graph navigation may be the missing infrastructure layer.

Blog

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