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explainable
This term describes a state of transparency where a cause-and-effect relationship is accessible to human reason. It carries a connotation of legitimacy and accountability, suggesting that a result is not random or arbitrary but follows a traceable logic. In legal or professional settings, it often implies that a decision can be defended or justified to an external auditor.
In the modern technical landscape, the word has evolved into a specialized descriptor for algorithmic transparency. It distinguishes systems that provide a "black box" output from those that can articulate their internal reasoning process, shifting the focus from mere accuracy to interpretability and trust.
Meanings
Examples
The sudden drop in sales is perfectly explainable by the recent economic downturn.
Is there any explainable reason for your absence yesterday?
I hope this behavior is explainable and not just a random glitch.
The detective wondered if the strange footprints were explainable through natural means.
We need to ensure that the AI decision process is fully explainable to the end user.
The ghost sightings were eventually found to be explainable as simple optical illusions.
Her reaction was barely explainable even to those who knew her best.
The shift in historical boundaries is explainable by the treaties signed in 1815.