This post concerns building reliable artificial intelligence (AI) systems that we can trust. We will look at reliable AI with respect to a specific application: the Child Growth Monitor (CGM), an AI-driven app to detect malnutrition among children.

Building a reliable AI system cannot be achieved by a single method alone. Only multiple approaches combined allow to set up a reliable system. We will discuss some approaches that directly look at data, as well as different approaches that analyze model predictions. We will also study the monitoring of this IT system and organizational methods.

The author works as an AI…

Markus Hinsche

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