Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Overview of attention for article published in Nature Machine Intelligence, May 2019

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In the top 5% of all research outputs scored by Altmetric
Among the highest-scoring outputs from this source (#16 of 778)
High Attention Score compared to outputs of the same age (99th percentile)
High Attention Score compared to outputs of the same age and source (96th percentile)

Mentioned by

news: 26 news outlets
blogs: 8 blogs
policy: 10 policy sources
twitter: 335 X users
patent: 9 patents

facebook: 1 Facebook page
wikipedia: 9 Wikipedia pages
f1000: 1 research highlight platform
q&a: 1 Q&A thread
video: 1 YouTube creator

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mendeley: 3696 Mendeley

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So far, Altmetric has seen 15 policy documents that reference this research output.

Generative AI

Cited by Rathenau Instituut on 20 Mar 2024

What is the impact of technology on our lives? In 1986 the government founded an institute that was given the specific task to research these kind of questions. This institute was called the Nederlandse Organisatie voor Technologisch Aspectenonderzoek, now called the Rathenau Instituut.

Time for a Pause: Without Effective Public Oversight, AI in Schools Will Do More Harm Than Good.

Cited by National Education Policy Center on 05 Mar 2024

Education

AI for the benefit of society

Cited by Fores on 30 Nov 2023

At the green and liberal think tank Fores, we work every day to seek the solutions and reforms that Sweden needs, to strengthen liberal democracy as we know it.

AI i samhällets tjänst

Cited by Fores on 30 Nov 2023

At the green and liberal think tank Fores, we work every day to seek the solutions and reforms that Sweden needs, to strengthen liberal democracy as we know it.

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