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

Cut to the Chase: When AI Learns to Summarize Videos by Thinking in Events

A new training‑free framework shows how structured event reasoning can significantly improve multimodal video summarization.

Blog
Flash Before the First Token: How FlashPrefill Rewrites the Economics of Long Context

A new approach to sparse attention dramatically accelerates long-context inference by discovering attention patterns instantly and eliminating sorting overhead.

Blog
Glyphs That Remember the Past: Teaching AI to Read History Without Being Told It

A two‑stage AI training strategy learns visual relationships between writing systems without assuming historical links.

Blog

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