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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Courses and tutorials to learn how AI works — from fundamentals to fine-tuning.
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Access datasets, models, and comparison charts for building smarter AI tools.
Recent from Cognaptus
A business-focused reading of DomLoRA, a new arXiv paper arguing that efficient LLM fine-tuning may depend less on adding adapters everywhere and more on finding the one module that matters.
BlogA business-focused reading of UniPool, a shared-expert Mixture-of-Experts architecture that reframes model capacity as a reusable budget rather than a per-layer entitlement.
BlogA business-focused reading of DataDignity, a new benchmark and method suite for tracing LLM outputs back to likely supporting training documents.
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