generalize
US /ˈdʒɛnərəˌlaɪz/
・UK /'dʒenrəlaɪz/
B2 中高級英檢高級
v.t./i.動詞 (及物/不及物)概括化；以偏概全
Don’t generalize too much or we’ll lose the details
影片字幕
0.3 資料結構與演算法：選擇排序法 (0.3 Data Structures & Algorithms: Selection Sort)
- Okay, anyway, so the basic idea is that we can even do this sorting process with other types of data, not just with integers, so it does generalize.
好了，不管怎麼說，我們的基本想法是，我們甚至可以對其他類型的數據進行排序，而不僅僅是整數，所以它確實具有通用性。
- So it does generalize.
美國人分享在新加坡32年的經歷！ (Ex-American about his 32 years in Singapore)
- Like, I generalize, but let's say if you compare Asians to Westerners.
有一位女士和我進行了談話，談話結束後，她看著我，說祝你好運。
- I generalize, but let's say if you compare Asians to Westerners, was it difficult for you to get used to this kind of like how people interact with each other, like more in a shy way?
我是以偏概全，但比方說，如果把亞洲人和西方人相比，你是否很難適應這種人與人之間的互動方式，比如更多的是害羞的方式？
思想史：儀式！ (HISTORY OF IDEAS - Rituals)
- To generalize - when societies become modern, rituals drop out of the calendar and the main focus starts to be private and work life, and
概括地說，當社會變得現代化時，儀式就會從日曆中消失，人們開始關注私人生活和工作，而很少關注兩者之間的關係。
Nvidia 的人形機器人實體 AI 訓練模型！ (Nvidia's Physical AI Training Models for Humanoid Robots)
- and really that data diversity is important because then it helps train the model in a better way and helps generalize it.
從 Omniverse 出來的數據可以通過 Cosmos。
- So I can go from maybe a few thousand images to a million images and more, and really that data diversity is important because then it helps you the model in a better way and helps generalize it.
是以，我可以從幾千張圖片到一百萬張圖片，甚至更多，數據的多樣性確實很重要，因為它可以幫助你以更好的方式建立模型，並幫助推廣它。
生成式AI入門教學！ (Introduction to Generative AI)
- The labeled data helps the neural network to learn the basic concepts of the task, while the unlabeled data helps the neural network to generalize to new examples.
有標籤的數據有助於神經網絡學習任務的基本概念，而無標籤的數據則有助於神經網絡泛化到新的示例。
- The labeled data helps the neural network to learn the basic concepts of the task, while the unlabeled data helps the neural network to generalize to new examples.
深度學習模型或一般的機器學習模型可分為兩種類型：生成型和判別型。
黃宣和郭艾倫談 AI 的下一步 | Mercury Spheres (Sonya Huang and Sarah Guo on what's next in AI | Mercury Spheres)
- This is an extremely mainstream theory in the foundation model labs that improving code reasoning will generalize to other types of reasoning and we should do a lot of it because we can generate and validate code, right?
這是基礎模型實驗室的一個極為主流的理論，即改進代碼推理將推廣到其他類型的推理，我們應該做大量的推理，因為我們可以生成和驗證代碼，對嗎？
- This is an extremely mainstream theory in the foundation model labs that improving code reasoning will generalize to other types of reasoning.
好了，誰能拿到面前的麥克風，誰就能回答最後一個問題。
AI 如何教會自己看見事物？[DINOv3] (How AI Taught Itself to See [DINOv3])
![AI 如何教會自己看見事物？[DINOv3] (How AI Taught Itself to See [DINOv3])](https://img.youtube.com/vi/oGTasd3cliM/hqdefault.jpg)
- By training on 400 million image-text pairs, the image encoder learns to capture and generalize a wide range of visual concepts.
通過對 4 億對影像和文本進行訓練，影像編碼器學會了捕捉和概括各種視覺概念。
- By training on 400 million image-text pairs, the image encoder learns to capture and generalize a wide range of visual concepts.
但這種訓練方式成本高昂，因為每張影像都需要人工標註。
丹麥疫苗經驗，美國該學什麼？ (Denmark’s vaccine lessons for America)
- You cannot just take what has been carefully thought through in one geographical location and just extrapolate that and generalize that.
所以我們決定來到哥本哈根最大的醫院之一，拜訪丹麥最受信任的醫生。
- You cannot just take what has been carefully thought through in one geographical location and just extrapolate that and generalize that.
你不能只把一個地方精心規劃好的東西，然後就直接套用到其他地方，認為它在哪裡都適用。
別再做口腔運動了！發音要好，力量不是重點，練習「跟讀」才是關鍵（STOP Doing Mouth Exercises: Why Strength Isn't the Problem | Try Shadowing Instead）
- and your brain will generalize those skills more quickly.
重點是在單字中使用這些發音，而不是建立口腔肌肉的力量。
- and you will more easily generalize those words, those things that you say all of the time,
而且你在那種語言中運用口腔表現得很完美。
