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
HyRAG shows that graph RAG failures may come less from weak retrieval and more from the wrong geometry for hierarchical knowledge.
BlogA mechanism-first reading of eMoT, a reasoning framework that treats successful reasoning patterns as reusable procedural memory rather than disposable chain-of-thought text.
BlogSlotGCG shows that LLM jailbreak risk is shaped not only by adversarial token content, but by where those tokens touch the prompt.
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