TED演讲:我们为什么会对机器人有感情(5)
This is the PARO baby seal robot. It's used in nursing homes and with dementia patients. It's been around for a while. 这是帕罗婴儿海豹机器人。它被用于疗养院来陪伴老年痴呆症患者。它已经面世有阵子了。 And I reme
TED演讲:我们为什么会对机器人有感情(6)
And this turned out to be a little more dramatic than we expected it to be, 这个结果比我们想的要更有戏剧性， because none of the participants would even so much as strike these baby dinosaur robots, 因为甚至没有一个参与者去攻
TED演讲:我们为什么会对机器人有感情(7)
Now this is just a little study, but it's part of a larger body of research 这只是一个小小的研究，但它是一个更大范围研究的一部分， that is starting to indicate that there may be a connection between people's tendencies for
TED演讲:如何构建对我们有利的人工智能(1)
I work on helping computers communicate about the world around us. 我致力于协助电脑和我们周围世界的沟通。 There are a lot of ways to do this, and I like to focus on helping computers to talk about what they see and understand. 是有
TED演讲:如何构建对我们有利的人工智能(2)
So, digging more deeply into this, 因此，深入挖掘这一点， a few years ago I began working on helping computers to generate human-like stories from sequences of images. 我几年前开始致力于从图像序列帮助电脑产生类似人类的
TED演讲:如何构建对我们有利的人工智能(3)
I realized that, as I worked on improving AI task by task, dataset by dataset, 我了解到，当我努力在改善人工智能，一个任务一个任务、一个数据集一个数据集地改善， that I was creating massive gaps, holes and blind
TED演讲:如何构建对我们有利的人工智能(4)
I realized then that we had to think deeply about how the technology we work on today looks in five years, in 10 years. 那时我了解到，我们必须要深入思考我们现今努力发展的科技，在五年、十年后会是什么样子。 Hum
TED演讲:如何构建对我们有利的人工智能(5)
If we all focus on opening up the discussion on AI with foresight towards the future, 若我们都能把焦点放在开放地带着对未来的远见来讨论人工智能， this will help create a general conversation and awareness about what AI is
TED演讲:如何构建对我们有利的人工智能(6)
If we want AI to evolve in a way that helps humans, 如果我们想让人工智能的演进方式是对人类有帮助的， then we need to define the goals and strategies that enable that path now. 那么我们现在就得要定义目标和策略，来
TED演讲:为什么智能统计数据是打击犯罪的关键(1)
In 2007, I became the attorney general of the state of New Jersey. 2007年，我担任了新泽西州的司法部长。 Before that, I'd been a criminal prosecutor, first in the Manhattan district attorney's office, 在那之前，我曾是一名刑事
TED演讲:为什么智能统计数据是打击犯罪的关键(2)
The second thing that happened is that I spent the day in the Camden, New Jersey police department. 第二件事是我在卡姆登的新泽西州警察局耗了一天。 Now, at that time, Camden, New Jersey, was the most dangerous city in America. 当
TED演讲:为什么智能统计数据是打击犯罪的关键(3)
Now, moneyball, as many of you know, is what the Oakland A's did, 正如大家所知，点球成金，是奥克兰运动家棒球队的方法， where they used smart data and statistics to figure out how to pick players that would help them win game
TED演讲:为什么智能统计数据是打击犯罪的关键(4)
And all of this matters greatly, because public safety to me is the most important function of government. 所有这些事项都很重要，因为我认为，保证公共安全是政府最重要的职能。 If we're not safe, we can't be educated, we
TED演讲:为什么智能统计数据是打击犯罪的关键(5)
So I decided to focus on using data and analytics to help make the most critical decision in public safety, 所以我决定将重点集中在使用数据和分析，以在公共安全方面帮助作出最关键的判断， and that decision is the de
TED演讲:为什么智能统计数据是打击犯罪的关键(6)
The reason for this is the way we make decisions. 是我们做决定的方式导致的这种结果。 Judges have the best intentions when they make these decisions about risk, but they're making them subjectively. 法官怀着善意做出这些有风险
