The Diagrammatic AI Language (DIAL): Version 0.1
This addresses the problem of unclear AI system descriptions for researchers and engineers, but it is incremental as it presents only an initial version for discussion.
The authors tackled the lack of a consistent visual or formal representation for AI system architectures, which causes interpretability and correctness issues, by introducing DIAL as a starting point for a community dialogue towards a common diagrammatic language.
Currently, there is no consistent model for visually or formally representing the architecture of AI systems. This lack of representation brings interpretability, correctness and completeness challenges in the description of existing models and systems. DIAL (The Diagrammatic AI Language) has been created with the aspiration of being an "engineering schematic" for AI Systems. It is presented here as a starting point for a community dialogue towards a common diagrammatic language for AI Systems.