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ExternalAI
NVIDIA Technical Blog

Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit

AI scientists are emerging as a new interface for scientific computing. These agents can read papers, write code, generate hypotheses, call APIs, inspect files,... AI scientists are emerging as a new interface for scientific computing. These agents can read papers, write code, generate hypotheses, call APIs, inspect files, and iterate on results. But science isn’t software engineering. There is no test suite that turns green when a hypothesis is correct; discovery is iterative, uncertain, and gr

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ExternalSoftware Engineering
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How to Classify Documents in C#

A functional automated document processing pipeline typically needs to know what type of document it’s dealing with before it can do anything useful with it. The extraction logic that determines when it’s dealing with an invoice, for example, is different from the extraction logic for a tax form, and the routing rules for a contract are clearly different from those for an ID document. Classification is what makes downstream automation possible when there are multiple unique input types. Building

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