full transcript
"From the Ted Talk by Stuart Russell: 3 principles for creating safer AI"

#### Unscramble the Blue Letters

And then when the machine is swhiectd off, that third principle comes into play. It learns something about the oeitcjbevs it should be pursuing, because it learns that what it did wasn't right. In fact, we can, with stlibaue use of Greek symbols, as mathematicians usually do, we can actually prove a theorem that says that such a robot is provably bneeaificl to the human. You are provably better off with a machine that's designed in this way than without it. So this is a very simple example, but this is the first step in what we're trying to do with human-compatible AI.

#### Open Cloze

And then when the machine is **________** off, that third principle comes into play. It learns something about the **__________** it should be pursuing, because it learns that what it did wasn't right. In fact, we can, with **________** use of Greek symbols, as mathematicians usually do, we can actually prove a theorem that says that such a robot is provably **__________** to the human. You are provably better off with a machine that's designed in this way than without it. So this is a very simple example, but this is the first step in what we're trying to do with human-compatible AI.

#### Solution

- switched
- beneficial
- suitable
- objectives

#### Original Text

And then when the machine is switched off, that third principle comes into play. It learns something about the objectives it should be pursuing, because it learns that what it did wasn't right. In fact, we can, with suitable use of Greek symbols, as mathematicians usually do, we can actually prove a theorem that says that such a robot is provably beneficial to the human. You are provably better off with a machine that's designed in this way than without it. So this is a very simple example, but this is the first step in what we're trying to do with human-compatible AI.
#### ngrams of length 2

collocation |
frequency |

human race |
5 |

good idea |
3 |

lee sedol |
3 |

real world |
3 |

king midas |
3 |

behave badly |
3 |

#### Important Words

- ai
- beneficial
- designed
- fact
- greek
- human
- learns
- machine
- mathematicians
- objectives
- play
- principle
- provably
- prove
- pursuing
- robot
- simple
- step
- suitable
- switched
- symbols
- theorem