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

Benchmarks Lie, Rooms Don’t: Why Embodied AI Fails the Moment It Enters Your House

A deep dive into in-situ task generation and what it reveals about the brittle reality of today’s embodied AI models.

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Beyond Cosine: When Order Beats Angle in Embedding Similarity

Why cosine similarity quietly fails in modern embeddings—and how ordinal structure offers a mathematically tighter alternative.

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First Proofs, No Training Wheels

Why unpublished lemmas may be the most honest stress test for research-level AI

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