News for hackers. Stuff that matters.

A comment on Artificial Intelligence – The Revolution Hasn’t Happened Yet (2018). Parent comment

Re:Artificial Intelligence – The Revolution Hasn’t Happened ... by ape4 on Thursday December 24, 2020 @03:55PM (#25531315)
Wikipedia says "Provenance is conceptually comparable to the legal term chain of custody." https://en.wikipedia.org/wiki/Provenance
[ Parent | on HN ]
Re:Artificial Intelligence – The Revolution Hasn’t Happened ... by thedudeabides5 on Thursday December 24, 2020 @03:58PM (#25531347)
If you (ever) need to update your data, you need to know where you got it from, what was wrong with it originally, and how to pull it again.
[ Parent | on HN ]
Re:Artificial Intelligence – The Revolution Hasn’t Happened ... by cygnion on Friday December 25, 2020 @12:54AM (#25534566)
Provenance, as a concept and specification, is well established in digital domain, as described by W3C's PROV specification https://www.w3.org/TR/prov-overview/ Ability to trace, audit, and reproduce artifacts or processes are some applications of provenance that align with needs for explainability in data analytics and data science/AI (XAI).
[ Parent | on HN ]