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Preprint . 2021
Data sources: Datacite
https://dx.doi.org/10.48550/ar...
Article . 2021
License: CC BY
Data sources: Datacite
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The Slodderwetenschap (Sloppy Science) of Stochastic Parrots -A Plea for Science to NOT take the Route Advocated by Gebru and Bender

Authors: Lissack, Michael;

The Slodderwetenschap (Sloppy Science) of Stochastic Parrots -A Plea for Science to NOT take the Route Advocated by Gebru and Bender

Abstract

This article is a position paper written in reaction to the now-infamous paper titled "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?" by Timnit Gebru, Emily Bender, and others who were, as of the date of this writing, still unnamed. I find the ethics of the Parrot Paper lacking, and in that lack, I worry about the direction in which computer science, machine learning, and artificial intelligence are heading. At best, I would describe the argumentation and evidentiary practices embodied in the Parrot Paper as Slodderwetenschap (Dutch for Sloppy Science) -- a word which the academic world last widely used in conjunction with the Diederik Stapel affair in psychology [2]. What is missing in the Parrot Paper are three critical elements: 1) acknowledgment that it is a position paper/advocacy piece rather than research, 2) explicit articulation of the critical presuppositions, and 3) explicit consideration of cost/benefit trade-offs rather than a mere recitation of potential "harms" as if benefits did not matter. To leave out these three elements is not good practice for either science or research.

Keywords

FOS: Computer and information sciences, Computer Science - Artificial Intelligence, Computer Science - General Literature, Physics - History and Philosophy of Physics, FOS: Physical sciences, General Literature (cs.GL), Computer Science - Computers and Society, Artificial Intelligence (cs.AI), Computers and Society (cs.CY), History and Philosophy of Physics (physics.hist-ph)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green