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

Cheap Signals, Expensive Insights: Rethinking AI Evaluation with Tensor Factorization

How tensor factorization turns noisy autorater signals into statistically grounded, fine-grained AI model evaluations.

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From Perception to Empathy: Why Small Models May Win the Emotional AI Race

How a 2.2B multimodal model challenges the assumption that emotional intelligence in AI requires massive scale.

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OpenRad or Open Chaos? Cleaning Up Radiology AI’s Model Mess

How a 1,694-model open repository reframes discoverability, reproducibility, and clinical translation in radiology AI.

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