AIサイエンティストは、アイデアの創出から実験、分析、論文執筆、そして査読に至るまでの科学的研究サイクル全体をAIが自律的に遂行する仕組みです。この仕組みの定量的評価も含めた結果を、共同研究者とともにNature誌の論文として公開しています。
AI Scientist 研究——一个让 AI 自动化完整科研周期的系统——被 Nature 正式发表了。令人震惊的是：一篇关于「AI 能否替代科学家」的论文，本身就是通过「AI 辅助科研」的过程产生的，并通过了人类同行评审。这个自指性质让 Nature 的认可变成了一个双重背书：既是对内容的认可，也是对方法论的认可。Sakana 将这个成果作为 Marlin 的技术背书，是极为聪明的品牌叙事策略。
for - paper - Nature Sustainability - Translating Earth system boundaries for cities and business - Bai et al., 2024 - cross scale translation of earth system boundaries - Bai et al., 2024 - downscaling planetary boundaries - earth system boundaries - from - paper - Cross-scale translation of Earth system boundaries should use methods that are more science-based - Xue & Bakshi
paper details - Title: Translating Earth system boundaries for cities and businesses - Author: Bai et al. - Publisher: Nature Sustainability - Date: 2024, Jan 4
from - paper - Cross-scale translation of Earth system boundaries should use methods that are more science-based - Xue & Bakshi - https://hyp.is/jKlP4KvZEe-p1v9b-AbDOQ/jgvw2024.peergos.me/StopResetGo/2024/11/PDFs/MattersArisingBaietal.pdf
The constructal law of design and evolution in nature
for - paper - The constructal law of design and evolution in nature - Adrian Bejan - Sylvie Lorente - 2010 - from - The End of Scarcity? From ‘Polycrisis’ to Planetary Phase Shift - Nafeez Ahmed - 2024, Oct 16
from - The End of Scarcity? From ‘Polycrisis’ to Planetary Phase Shift - Nafeez Ahmed - 2024, Oct 16 - https://hyp.is/Qt8IMI74Ee--f4O18QMPFQ/ageoftransformation.org/the-end-of-scarcity-from-polycrisis-to-planetary-phase-shift/
found something extremely interesting that certain proteins had evolved by an almost legol like 00:54:01 recombination of components that had already been tested and tried to make a new very interesting legol like object which is a new protein
for - follow up - 2001 human genome Nature paper - proteins synthesized by higher level processes, not just genes - 2001 Nature paper on human genome project
to - 2001 human genome project Nature paper - https://hyp.is/KMjUJBYFEe-U9JdKN9-cVw/www.nature.com/articles/35057062