Mythos 5 conducted novel genomics research in over a week of largely autonomous work. It assembled single-cell data for millions of cells spanning 138 animal species and designed and trained a custom machine learning model to identify cells performing the same role in even distantly related organisms.
大多数人认为AI仍需要人类专家的持续指导和监督才能完成复杂研究任务，但作者认为Mythos 5能够在大约一周内独立完成复杂的基因组学研究，包括数据收集、分析和模型设计。这挑战了人们对AI在科学研究中的辅助角色的传统认知，暗示AI可能已经具备独立进行前沿科学研究的能力。
人类语言是大脑为适配带宽产生的有损压缩协议，大脑原生认知是连续高维活动，大量感官认知从未被离散token编码。
大多数人认为语言是思维的原生格式，token能完整表达人类认知，但作者认为语言只是大脑的有损压缩协议，大量感官认知无法被token编码，这是大语言模型的结构性天花板。这一观点挑战了我们对语言与认知关系的传统理解。
The overall conclusion, therefore, is that AI for Science should be understood as both a scientific and a civilizational project.
大多数人认为AI在科学中的应用主要是技术层面的进步，而作者认为这应该被理解为科学和文明层面的项目。这一观点将AI科学提升到了前所未有的高度，暗示它不仅是工具变革，更是人类知识创造方式的根本转变。
We release the AURA model together with a real-time inference framework to facilitate future research
大多数人认为先进的视频理解模型通常会被商业公司保留作为专有技术，但作者选择开源模型和实时推理框架。这一反直觉的决策挑战了AI研究中常见的封闭做法，表明作者更注重推动领域发展而非商业利益，这可能加速整个视频理解领域的技术进步。
for - existential isolation - existential loneliness - existential isolation - Heidegger - Deep Humanity
from - Science and Nonduality article - https://scienceandnonduality.com/article/embracing-existential-loneliness-and-waking-up-to-non-dual-aloneness/
what about the visual field itself? Can it reveal anything about its being seen by an eye? Yes. Why, because there is a structure of a vanishing point and vanishing lights, 00:06:14 converging towards the vanishing point. The vanishing point is the expression in the visual field of it being seen from somewhere. Namely, from an eye.
The creator, he said, 00:01:17 wanted to look away from himself. That's why he created the world. You could just revert to the proposition and say, okay, since we are so absolved into the world, we tend to look away from ourselves. And it's exactly what we want to revert now. How can we become of this blind spot? 00:01:40 How can we become aware of the blind spot of science? That's my question
for: quote, quote - Nietzsche, duality, nonduality, nondual, non-duality, non-dual
quote
author: Nietzsche, Zarathustra
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ReconfigBehSci [@SciBeh]. (2021, August 6). The pathologies of science Twitter are on full display in this thread featuring a non-expert blasting an epidemiologist for “stealing” an idea (a minor statistical insight) that is part of epidemiological basic understanding [Tweet]. Twitter. https://twitter.com/SciBeh/status/1423688923348299781
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ReconfigBehSci. (2020, November 26). The critical question is whether the summary ‘study shows face masks have no significant effect’ is “misinformation”. First off, the title is ambiguous. It could be paraphrased in two different ways: A) is telegraphic version of a longer sentence "study showed that face.. [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1332008460825878529
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violates our expectation that hard things should be technical
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