Explainable AI Whitepaper
Exploding the Black Box
Almost as important as the analysis an AI system provides is explainability. Because Beyond Limits customers use our cognitive solutions to analyze and support high value decisions, the AI system must be able to explain its reasoning.
Unlike conventional “black box” approaches like machine learning, deep learning or neural networks that cannot explain their reasoning, all Beyond Limits cognitive AI solutions are capable of delivering clear explanations of reasoning and evidence in transparent audit trails, including risk, uncertainty and facts.