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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.
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A Future We Would Like - The most important questions are not about technology but about us. What sorts of future would we like? What role could AI play in getting us there, and also in that world? What is your own role in helping that happen?
https://betterwithout.ai/a-future-we-would-like
How A…
Progress requires experimentation. Suggested ways AI could speed progress by automating experiments appear mistaken. https://betterwithout.ai/limits-to-induction You can support the podcast and get episodes a week early, by supporting the Patreon: https://www.patreon.com/m/fluidityaudiobooks If you…
This begins "Gradient Dissent", the companion material to "Better Without AI". The neural network and GPT technologies that power current artificial intelligence are exceptionally error prone, deceptive, poorly understood, and dangerous. They are widely used without adequate safeguards in situation…
Stop obstructing scientific progress! We already know how to dramatically accelerate science: by getting out of the way. https://betterwithout.ai/stop-obstructing-science How to science better. What do exceptional scientists do differently from mediocre ones? Can we train currently-mediocre ones to…
The five short chapters in this episode are the conclusion of the main body of Better Without AI. Next, we'll begin the book's appendix, Gradient Dissent. Cozy Futurism - If we knew we'd never get flying cars, most people wouldn't care. What do we care about? https://betterwithout.ai/cozy-futurism …
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