<description>&lt;div&gt; &lt;div&gt;Few AI experiments constitute meaningful tests of hypotheses. As a branch of machine learning research, AI science has concentrated on black box investigation of training time phenomena. The best of this work is has been scientifically excellent. However, the hypotheses tested are mainly irrelevant to user and societal concerns.&lt;/div&gt; &lt;br /&gt; &lt;div&gt;https://betterwithout.ai/AI-as-science&lt;/div&gt; &lt;br /&gt; &lt;div&gt;This chapter references Chapman's essay, "How should we evaluate progress in AI?" https://metarationality.com/artificial-intelligence-progress&lt;/div&gt; &lt;br /&gt; &lt;div&gt;"Troubling Trends in Machine Learning Scholarship", Zachary C. Lipton and Jacob Steinhardt: https://arxiv.org/abs/1807.03341&lt;/div&gt; &lt;br /&gt; &lt;div&gt;You can support the podcast and get episodes a week early, by supporting the Patreon:&lt;/div&gt; &lt;div&gt;https://www.patreon.com/m/fluidityaudiobooks&lt;/div&gt; &lt;div&gt; &lt;/div&gt; &lt;div&gt;If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold&lt;/div&gt; &lt;div&gt; &lt;/div&gt; &lt;div&gt;Original music by Kevin MacLeod.&lt;/div&gt; &lt;div&gt; &lt;/div&gt; &lt;div&gt;This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.&lt;/div&gt; &lt;/div&gt;</description>

Fluidity

Matt Arnold

Do AI As Science Instead

OCT 16, 202419 MIN
Fluidity

Do AI As Science Instead

OCT 16, 202419 MIN

Description

Few AI experiments constitute meaningful tests of hypotheses. As a branch of machine learning research, AI science has concentrated on black box investigation of training time phenomena. The best of this work is has been scientifically excellent. However, the hypotheses tested are mainly irrelevant to user and societal concerns. https://betterwithout.ai/AI-as-science This chapter references Chapman's essay, "How should we evaluate progress in AI?" https://metarationality.com/artificial-intelligence-progress "Troubling Trends in Machine Learning Scholarship", Zachary C. Lipton and Jacob Steinhardt: https://arxiv.org/abs/1807.03341 You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you like the show, consider buying me a coffee: https://www.buymeacoffee.com/mattarnold Original music by Kevin MacLeod. This podcast is under a Creative Commons Attribution Non-Commercial International 4.0 License.