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怎样才能让人类真正地与人工智能进行互动？拉斐尔·阿拉尔建议我们从创造艺术开始。他分享了能让人工智能探究复杂想法的交互项目，例如怀旧、直觉、对话——所有的工作都在朝着将来人工智能尽可能和人类一样的目标而努力。
n. 特性，特征；特质；特色（characteristi
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- So, take for example human emotion.
- 以人类的情感为例。
- Right now, computers can make sense of our most basic ones,
- 如今，电脑能够明白我们的基本情感，
- like joy, sadness, anger, fear and disgust, by converting those characteristics to math.
- 比如开心、伤心、生气、恐惧、厌恶，把这些特征转化为数学。
- But what about the more complex emotions?
- 那较复杂的情感呢？
- You know, those emotions that we have a hard time describing to each other? Like nostalgia.
- 比如那些很难用文字向对方描述的情感，比如，怀旧。
- So, to explore this, I created a piece of art, an experience, that asked people to share a memory,
- 所以，为了探索这个问题，我创造了一件艺术品，一种体验，要求人们分享他们的记忆，
- and I teamed up with some data scientists to figure out how to take an emotion that's so highly subjective
- 我和一些数据科学家组成一个团队，去研究高度主观的情感是怎样的，
- and convert it into something mathematically precise.
- 如何将它们精确地转化为数学。
- So, we created what we call a nostalgia score and it's the heart of this installation.
- 我们创造了一个叫怀旧分数的东西，这是这个装置的核心。
- To do that, the installation asks you to share a story, the computer then analyzes it for its simpler emotions,
- 这个装置会要求你分享一则故事，电脑会分析它的一些简单的情感，
- it checks for your tendency to use past-tense wording
- 它会检测你使用过去时态的词语的偏好，
- and also looks for words that we tend to associate with nostalgia, like "home," "childhood" and "the past."
- 还会寻找与怀旧有关的词语，比如“家”、“童年”和“过去”。
- It then creates a nostalgia score to indicate how nostalgic your story is.
- 它最后会给出一个怀旧分数，代表着你的故事的怀旧程度。
- And that score is the driving force behind these light-based sculptures that serve as physical embodiments of your contribution.
- 这个分数会让这个灯箱的颜色发生变化，代表着你的贡献。
- And the higher the score, the rosier the hue. You know, like looking at the world through rose-colored glasses.
- 分数越高，色调越偏向玫瑰红色。就像是通过玫红色的眼镜看世界。
- So, when you see your score and the physical representation of it, sometimes you'd agree and sometimes you wouldn't.
- 当你看到你的分数，以及它的外部反映时，有时你会赞同，有时不赞同。
- It's as if it really understood how that experience made you feel.
- 有的时候就好像它真的明白故事里的你当时的感受。
- But other times it gets tripped up and has you thinking it doesn't understand you at all.
- 但有的时候它也会出错，会让你觉得它一点也不懂你。
- But the piece really serves to show that if we have a hard time explaining the emotions that we have to each other,
- 但这个装置能够说明，如果连我们都很难表述清楚的情感，
- how can we teach a computer to make sense of them?
- 我们该如何教电脑明白呢？
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