In recent past there is a trend of supplementing complex machine learning and
deep learning algorithms with augmented explanations for the decisions taken by
the complex ML models. This notion termed as XAI
In recent past one of the hot areas in AI has been the domain of Explainable AI
also known as XAI. This initiative started by Darpa in US is aimed at making AI
Fail proofing your AI model
-Dr Srinivas Padmanabhuni, CTO , testAIng.com
A very popular notion in quality management is the notion of Poka-Yoke. It is
invented in Japan for ensuring quality. Poka-Yoke means
CTO, testAIng.com
In recent past there has been a spate of accidents involving AI and Machine
learning models in practice and deployment. Much so that there is an active
database of all
The current notions of quality assurance and testing in AI/ML pipelines is based
on the idea of validation using a random set-aside set of data on which the
model is tested and
