Future ML Systems Will Be Qualitatively Different
In 1972, the Nobel prize-winning physicist Philip Anderson wrote the essay " More Is Different [https://science.sciencemag.org/content/177/4047/393]". In it, he argues that quantitative changes can lead to qualitatively different and unexpected phenomena. While he focused on physics, one can find many examples of More is
In 1972, the Nobel prize-winning physicist Philip Anderson wrote the essay " More Is Different ". In it, he argues that quantitative changes can lead to qualitatively different and unexpected phenomena. While he focused on physics, one can find many examples of More is Different in other domains as well, including biology, economics, and computer science. Some examples of More is Different include: Uranium. With a bit of uranium, nothing special happens; with a large amount of uranium packed densely enough, you get a nuclear reaction. DNA. Given only small molecules such as calcium, you can’t
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related reading
- Future ML Systems Will Be Qualitatively Different — LessWronglesswrong.com
- More Is Different for AIbounded-regret.ghost.io
- On neural scaling and the quanta hypothesisericjmichaud.com
- Dario Amodei — Machines of Loving Gracedarioamodei.com
- Thought Experiments Provide a Third Anchorbounded-regret.ghost.io
- Dario Amodei — Machines of Loving Gracedarioamodei.com
- Dario Amodei — Machines of Loving Gracedarioamodei.com
- Empirical Findings Generalize Surprisingly Farbounded-regret.ghost.io
- Your Evals Will Break and You Won't See It Coming - Lun Wangwanglun1996.github.io
- A guide to understanding AI as normal technologynormaltech.ai
- Scaling is subtler than it seemsberen.io
- The Tragedies of Reality Are Coming for Youalexirpan.com