
Georgy Khalin
483 posts

Georgy Khalin
@gkhalin
Quant dev lead at https://t.co/HuN94SnxTi. Deep understanding is the only real leverage





my definition of science: the continual process of (a) generating artifacts that are surprising or useful and (b) explaining them these days there's exponential growth in papers, and in useful artifacts, but we don't often discover good explanations so i was happy to stumble upon this extremely thorough paper about how RL surfaces useful capabilities from base models. clear experiments w great explanations are hard to find these days






国内和国外学校在王虹获奖后给出的评价可谓是截然不同。 北大教授/同学对王虹的评价: 不是竞赛生,不是最亮眼的,班上小透明,但是及其自律,勤奋,肯下苦功,靠长期坚持实现逆袭。 MIT博导评价王虹: 具有慢而深的研究特质,不被传统束缚,能创新方法找到前人未发现的突破口 巴黎理工学院老师评价王虹:直觉罕见,远超同年级所有学生,快速攻克超纲难题 是及其罕见的天赋,韧性,思维深度拉满的学生。 北大的教授,评价王虹仍然是从她没有竞赛背景出发,没有天赋,强调她是靠勤奋实现“逆袭” 美国和法国的导师都盛赞王虹的天赋异禀,思维深度,直觉,和韧性。




We have multiple reasons for wanting to believe nurture is more important than nature and none for wanting to believe the opposite (unless we = the far right, which we ≠), so it's not surprising we overestimate its effect. But man are kids' personalities inborn.


99% of population is clueless, yet we’re in the singularity



It has never been easier to get first draft quality work. Almost no effort. This means that taste and final polish will matter more than ever to rise above the slop. We will see this in every category.









