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Yang Xiang

Researcher

Oct 7, 2026

7:24
So does that mean we need to change our protections, defend in a different way if, if they're attacking in a different way?
7:31
Yes, exactly, because there are three aspects are changing.
7:36
The, uh, speed of the attack, the cost of the attack, and, uh, the scale of the attack.
7:43
First of all, the speed has been, uh, significantly changed because the AI agents can launch different types of, uh, attack methods, uh, in a very, very, uh, fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been, uh, significantly, uh, reduced.
8:14
I would say this is a very, uh, different landscape now.
8:18
The hackers can launch an attack with, uh, very, uh, little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if they're attacking in a different way?
7:31
Yes, exactly.
7:33
Because there are three aspects are changing the speed of the attack, the cost of the attack, and the scale of the attack.
7:42
First of all, the speed has been significantly changed because the AI agents can launch different types of attack methods in a very, very fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been significantly reduced.
8:14
I would say this is a very different landscape now.
8:18
The hackers can launch an attack with very little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if they're attacking in a different way?
7:31
Yes, exactly.
7:33
Because there are three aspects are changing the speed of the attack, the cost of the attack, and the scale of the attack.
7:42
First of all, the speed has been significantly changed because the AI agents can launch different types of attack methods in a very, very fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been significantly reduced.
8:14
I would say this is a very different landscape now.
8:18
The hackers can launch an attack with very little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
8:25
So does that mean we need to change our protections, defend in a different way if, if they're attacking in a different way?
8:32
Yes, exactly, because there are three aspects are changing.
8:36
The, uh, speed of the attack, the cost of the attack, and the, the scale of the attack.
8:43
First of all, the speed has been, uh, significantly changed because the AI agents can launch different types of, uh, attack methods, uh, in a very, very, uh, fast speed, and they can try different ways to hack into the system in a very short period of time.
9:03
And because of the automated tools that is supported by AI agents, the cost of attack has been, uh, significantly, uh, reduced.
9:14
I would say this is a very, uh, different landscape now.
9:18
The hackers can launch an attack with, uh, very, uh, little cost.
11:10
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if they're attacking in a different way?
7:31
Yes, exactly.
7:33
Because there are three aspects are changing the speed of the attack, the cost of the attack, and the scale of the attack.
7:42
First of all, the speed has been significantly changed because the AI agents can launch different types of attack methods in a very, very fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been significantly reduced.
8:14
I would say this is a very different landscape now.
8:18
The hackers can launch an attack with very little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if they're attacking in a different way?
7:31
Yes, exactly.
7:33
Because there are three aspects are changing the speed of the attack, the cost of the attack, and the scale of the attack.
7:42
First of all, the speed has been significantly changed because the AI agents can launch different types of attack methods in a very, very fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been significantly reduced.
8:14
I would say this is a very different landscape now.
8:18
The hackers can launch an attack with very little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if, if they're attacking in a different way?
7:31
Yes, exactly, because there are three aspects are changing, the, uh, speed of the attack, the cost of the attack, and the, the scale of the attack.
7:43
First of all, the speed has been, uh, significantly changed because the AI agents can launch different types of, uh, attack methods, uh, in a very, very, uh, fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is, uh, supported by AI agents, the cost of attack has been, uh, significantly, uh, reduced.
8:14
I would say this is a very, uh, different landscape now.
8:18
The hackers can launch an attack with, uh, very, uh, little cost.
8:23
And because of this too, the scale of the attack could be huge.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
8:24
So does that mean we need to change our protections, defend in a different way if they're attacking in a different way?
8:31
Yes, exactly, because there are three aspects of changing the speed of the attack, the cost of the attack, and the scale of the attack.
8:43
First of all, the speed has been significantly changed because the AI agents can launch different types of attack methods in a very, very fast speed, and they can try different ways to hack into the system in a very short period of time.
9:03
And because of the automated tools that is supported by AI agents, the cost of attack has been significantly reduced.
9:14
I would say this is a very different landscape now.
9:18
The hackers can launch an attack with very little cost.
9:23
And because of this too, the scale of the attack could be huge.
11:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if, if they're attacking in a different way?
7:31
Yes, exactly, because there are three aspects are changing, the, uh, speed of the attack, the cost of the attack, and, uh, the scale of the attack.
7:43
First of all, the speed has been, uh, significantly changed because the AI agents can launch different types of, uh, attack methods, uh, in a very, very, uh, fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been, uh, significantly, uh, reduced.
8:14
I would say this is a very, uh, different landscape now.
8:18
The hackers can launch an attack with, uh, very, uh, little cost.
8:23
And because of this too, the scale of the attack could be huge.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if they're attacking in a different way?
7:31
Yes, exactly.
7:33
Because there are three aspects are changing the speed of the attack, the cost of the attack, and the scale of the attack.
7:42
First of all, the speed has been significantly changed because the AI agents can launch different types of attack methods in a very, very fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is supported by AI agents, the cost of attack has been significantly reduced.
8:14
I would say this is a very different landscape now.
8:18
The hackers can launch an attack with very little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if, if they're attacking in a different way?
7:31
Yes, exactly, because there are three aspects are changing, the, uh, speed of the attack, the cost of the attack, and, uh, the scale of the attack.
7:43
First of all, the speed has been, uh, significantly changed because the AI agents can launch different types of, uh, attack methods, uh, in a very, very, uh, fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is, uh, supported by AI agents, the cost of attack has been, uh, significantly, uh, reduced.
8:14
I would say this is a very, uh, different landscape now.
8:18
The hackers can launch an attack with, uh, very, uh, little cost.
8:23
And because of this too, the scale of the attack could be huge.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?
7:24
So does that mean we need to change our protections, defend in a different way if, if they're attacking in a different way?
7:31
Yes, exactly, because there are three aspects are changing.
7:36
The, uh, speed of the attack, the cost of the attack, and the, the scale of the attack.
7:43
First of all, the speed has been, uh, significantly changed because the AI agents can launch different types of, uh, attack methods, uh, in a very, very, uh, fast speed, and they can try different ways to hack into the system in a very short period of time.
8:03
And because of the automated tools that is, uh, supported by AI agents, the cost of attack has been, uh, significantly, uh, reduced.
8:14
I would say this is a very, uh, different landscape now.
8:18
The hackers can launch an attack with, uh, very, uh, little cost.
10:09
Is this essentially now an arms race where the only way to defend against an AI attack is with some kind of AI defense system?

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