Can we open the black box of AI?

D Castelvecchi - Nature News, 2016 - nature.com
… up the black box and doing the equivalent of neuroscience to understand the networks
inside. Answers are not insight, says Vincenzo Innocente, a physicist at CERN, the European …

A survey of methods for explaining black box models

R Guidotti, A Monreale, S Ruggieri, F Turini… - ACM computing …, 2018 - dl.acm.org
… at the cost of sacrificing accuracy for interpretability. The applications in which black box
It is not required to explain the whole logic underlying the black box but only the reason for …

[图书][B] The black box society: The secret algorithms that control money and information

F Pasquale - 2015 - books.google.com
The black box society: The secret algorithms that control money and information The black
box society: The secret algorithms that control money and information …

A general black box theory

M Bunge - Philosophy of Science, 1963 - cambridge.org
The simplest black box reacts to stimuli of a single kind with … if the black box is statistical,
the elements of the scattering matrix will be related to the transition probabilities or, rather, to the

Working inside the black box: Assessment for learning in the classroom

P Black, C Harrison, C Lee, B Marshall… - Phi delta …, 2004 - journals.sagepub.com
In their widely read article “Inside the Black Box,” Mr. Black and Mr. Wiliam demonstrated that
… change their behavior so that everyone shares responsibility for the students’ learning. …

Beyond the black box: Open implementation

G Kiczales - IEEE software, 1996 - ieeexplore.ieee.org
… Put another way, how can we fix the problems of the blackbox principle without giving up
what is right about it? In the window-system case, an elegant approach might take the form of …

The emptiness of the black box

P Skrabanek - Epidemiology, 1994 - journals.lww.com
The futility of black box research can be demonstrated by the example of the endless stream
… , rather than spurious, the black box approach can be compared with the reaction of a TV …

Beyond the" Black Box"

CA Tschider - Denv. L. Rev., 2020 - HeinOnline
… Furthermore, dynamic inscrutability, the true "black box," makes these algorithms secret by
… This Article then explores the dominant scholarship calling for opening the black box and the

Collaboration processes: Inside the black box

AM Thomson, JL Perry - Public administration review, 2006 - Wiley Online Library
The authors argue that public managers should look inside theblack box” of collaboration
processes. Inside, they will find a complex construct of five variable dimensions: governance, …

On looking into the black box: Prospects and limits in the search for mental models.

WB Rouse, NM Morris - Psychological bulletin, 1986 - psycnet.apa.org
… However, there also are limits; theblack box” of human mental models will never be … ,
then the search for mental models will never completely eliminate uncertainty; the black box will …