The society of algorithms

J Burrell, M Fourcade - Annual Review of Sociology, 2021 - annualreviews.org
The pairing of massive data sets with processes—or algorithms—written in computer code to
sort through, organize, extract, or mine them has made inroads in almost every major social …

[PDF][PDF] Algorithmic injustice: a relational ethics approach

A Birhane - Patterns, 2021 - cell.com
It has become trivial to point out that algorithmic systems increasingly pervade the social
sphere. Improved efficiency—the hallmark of these systems—drives their mass integration …

Gpt-4 technical report

J Achiam, S Adler, S Agarwal, L Ahmad… - arXiv preprint arXiv …, 2023 - arxiv.org
We report the development of GPT-4, a large-scale, multimodal model which can accept
image and text inputs and produce text outputs. While less capable than humans in many …

Taxonomy of risks posed by language models

L Weidinger, J Uesato, M Rauh, C Griffin… - Proceedings of the …, 2022 - dl.acm.org
Responsible innovation on large-scale Language Models (LMs) requires foresight into and
in-depth understanding of the risks these models may pose. This paper develops a …

[图书][B] The atlas of AI: Power, politics, and the planetary costs of artificial intelligence

K Crawford - 2021 - books.google.com
The hidden costs of artificial intelligence, from natural resources and labor to privacy and
freedom What happens when artificial intelligence saturates political life and depletes the …

Learning transferable visual models from natural language supervision

A Radford, JW Kim, C Hallacy… - International …, 2021 - proceedings.mlr.press
State-of-the-art computer vision systems are trained to predict a fixed set of predetermined
object categories. This restricted form of supervision limits their generality and usability since …

The values encoded in machine learning research

A Birhane, P Kalluri, D Card, W Agnew… - Proceedings of the …, 2022 - dl.acm.org
Machine learning currently exerts an outsized influence on the world, increasingly affecting
institutional practices and impacted communities. It is therefore critical that we question …

Excavating AI: The politics of images in machine learning training sets

K Crawford, T Paglen - Ai & Society, 2021 - Springer
By looking at the politics of classification within machine learning systems, this article
demonstrates why the automated interpretation of images is an inherently social and …

[图书][B] Data feminism

C D'ignazio, LF Klein - 2023 - books.google.com
A new way of thinking about data science and data ethics that is informed by the ideas of
intersectional feminism. Today, data science is a form of power. It has been used to expose …

[图书][B] Пересборка социального. Введение в акторно-сетевую теорию

Б Латур - 2022 - books.google.com
В этой книге выдающийся французский социолог Бруно Латур бросает вызов нашему
пониманию общества и «социального». Он показывает, почему социальное не может …