How to Engineer for Explainability: When a Black-Box is Just not Enough

In regulated domains, accuracy isn’t enough. Explore tools and strategies for transparent, explainable machine learning that ensures fairness, safety, and compliance.

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This content originally appeared on SitePoint and was authored by Avraam Tolmidis

How to Engineer for Explainability: When a Black-Box is Just not Enough

In regulated domains, accuracy isn’t enough. Explore tools and strategies for transparent, explainable machine learning that ensures fairness, safety, and compliance.

Continue reading How to Engineer for Explainability: When a Black-Box is Just not Enough on SitePoint.


This content originally appeared on SitePoint and was authored by Avraam Tolmidis


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APA

Avraam Tolmidis | Sciencx (2025-08-21T18:38:31+00:00) How to Engineer for Explainability: When a Black-Box is Just not Enough. Retrieved from https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/

MLA
" » How to Engineer for Explainability: When a Black-Box is Just not Enough." Avraam Tolmidis | Sciencx - Thursday August 21, 2025, https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/
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Avraam Tolmidis | Sciencx Thursday August 21, 2025 » How to Engineer for Explainability: When a Black-Box is Just not Enough., viewed ,<https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/>
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Avraam Tolmidis | Sciencx - » How to Engineer for Explainability: When a Black-Box is Just not Enough. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/
CHICAGO
" » How to Engineer for Explainability: When a Black-Box is Just not Enough." Avraam Tolmidis | Sciencx - Accessed . https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/
IEEE
" » How to Engineer for Explainability: When a Black-Box is Just not Enough." Avraam Tolmidis | Sciencx [Online]. Available: https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/. [Accessed: ]
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» How to Engineer for Explainability: When a Black-Box is Just not Enough | Avraam Tolmidis | Sciencx | https://www.scien.cx/2025/08/21/how-to-engineer-for-explainability-when-a-black-box-is-just-not-enough/ |

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