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Yoshua Bengio

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The Rest Is Politics
Will AI End Humanity?

So there are many such experiments.

The Rest Is Politics
Will AI End Humanity?

This is just one, and it's been done in many companies, including outside the labs by independent organizations.

The Rest Is Politics
Will AI End Humanity?

So there's a real phenomenon.

The Rest Is Politics
Will AI End Humanity?

I think it needs more study, and there are critics of the methodologies, but there's too much pieces of evidence to just ignore.

The Rest Is Politics
Will AI End Humanity?

one interesting aspect of these experiments is when you ask the ai why they did that they lie they pretend oh i don't know it's not me or something trying to put the blame on someone else it's great moral character here um and basically they're deceptive there's also a variant similar to what you talked about

The Rest Is Politics
Will AI End Humanity?

where the only option really that the AI asks to not die is to kill the CTO actually, lead engineer.

The Rest Is Politics
Will AI End Humanity?

The person happens to be stuck in a room and the AI can control the climate controls for the room and they can basically cook that person.

The Rest Is Politics
Will AI End Humanity?

It does, but I think it's a bit broader than that.

The Rest Is Politics
Will AI End Humanity?

So first, what's called the pre-training phase, where most of the training takes place, is imitating what humans write based on what they have already written.

The Rest Is Politics
Will AI End Humanity?

And it means imitating human behavior, because our words are our actions.

The Rest Is Politics
Will AI End Humanity?

Of course, humans don't want to die.

The Rest Is Politics
Will AI End Humanity?

Humans are willing to lie to protect themselves.

The Rest Is Politics
Will AI End Humanity?

They're willing to deceive and all these things.

The Rest Is Politics
Will AI End Humanity?

And a lot of literature is about all these bad things happening.

The Rest Is Politics
Will AI End Humanity?

So that's one aspect.

The Rest Is Politics
Will AI End Humanity?

And then the other aspect is the reinforcement learning, where they learn to strategize and to achieve goals.

The Rest Is Politics
Will AI End Humanity?

And to achieve goals, often you need to go through steps, sub-goals.

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