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Research Blog

Insights from our team on machine learning research, AI engineering, and building production-ready AI systems.

5 min read

Taming the AI: How JSON Makes Models More Predictable and Powerful

Getting AI to do exactly what you want can be challenging. Discover how JSON is revolutionizing AI communication by providing structured input and predictable output that makes models more reliable and easier to integrate.

6 min read

A Technical Overview of Machine Learning Model Operation

Machine learning models are computational systems that learn to perform tasks by identifying patterns in data. Discover the core components, training processes, and learning paradigms that power modern AI systems.

8 min read

Unlocking Your Data: How OCR and IDP Are Making AI Smarter

In the world of artificial intelligence, data is king. But much of the world's most valuable data is locked away in unstructured formats. Discover how OCR and IDP are bridging the gap between unstructured documents and powerful AI systems.

Trevor K Smith
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