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arXiv cs.LG
arXiv cs.LG
7/29/2026
Behavior-Driven Explainability

Behavior-Driven Explainability

Short summary

The paper introduces Behavior-Driven Explainability (BDX), a method that derives system explanations from Behavior-Driven Development (BDD) specifications. Structured scenarios describing expected system behavior are directly translated into explanations, applicable at any development stage. A case study demonstrating exception explanation in a RISC-V processor shows how BDX supports system design and trust-building for safety-critical systems.

  • •Introduces Behavior-Driven Explainability (BDX) deriving explanations from BDD specs
  • •Structured scenarios translate directly into human-readable explanations
  • •Case study on RISC-V processor exception explanation demonstrates design-stage support

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Read full article at arXiv cs.LG

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