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
A mechanism-first reading of joint neural architecture search and mixed-precision quantization for compressing LLMs without pretending the deployment pipeline is tidy.
BlogA decision-focused EV charging paper shows why forecasting should be trained for downstream control quality, not prediction accuracy alone.
BlogHarnessX argues that agent performance is not only a model problem; the runtime scaffold around the model can be composed, evolved, gated, and even co-trained.
Blog💡 Contact us as we build in public.
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