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

Code That Thinks, Models That Don’t: What SymPyBench Reveals About LLM Scientific Reasoning

A deep dive into SymPyBench and what its dynamic, code-backed physics problems tell us about the limits of AI reasoning.

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Error 404: Peer Review Not Found — How LLMs Are Quietly Rewriting Scientific Quality Control

Why AI’s latest meta‑tool—an LLM that audits published papers—is forcing a rethink of scientific rigor, scalability, and the future division of labor between humans and machines.

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Mutation Impossible? How Multimodal Agents Are Rewriting Glioma Diagnostics

An analysis of how a multimodal oncology agent predicts IDH1 mutations by fusing histology, clinical context, and external biomedical knowledge.

Blog

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