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

AgentHazard: Death by a Thousand ‘Harmless’ Steps

Why AI agents fail not in a single prompt, but across a chain of seemingly safe actions—and why that changes how we measure risk.

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From Seeing to Doing: Why Agentic AI Still Trips Over Reality

A deep dive into Agentic-MME and why evaluating AI agents requires more than just correct answers.

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Proofs at Scale: When 30,000 Agents Replace the Referee

A deep dive into how multi-agent AI systems formalize entire textbooks—and what that means for verification, cost, and the future of knowledge work.

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