AI in healthcare: two families · AI in Healthcare for Clinicians: Tools, Limits, and Safety

AI is not magic; it comes in understandable families.
Family one: rule-based systems that follow instructions.
Family two: learning systems that find patterns in data.

Family	How it works
Rule-based	Follows rules you give it
Learning	Learns patterns from data

Do this in your own tools, step by step. Ticks are saved on this device.

List three AI tools in your hospital.
Classify each as rule-based or learning.
Note which you trust more and why.

What are the two AI families?

Rule-based systems and learning systems.

Does rule-based AI learn?

No, it only follows the rules given.

0:00 Today I want to open that umbrella to all of you and show everything underneath it. So let us see the full nap in these slides. Today I want to open that umbrella all the way and show you what's inside that. Yeah. So one umbrella, two families, the full map. Because here what most videos get wrong, they treat AI and Chad GPT as the same thing. Many people think AI is charged language model. It is a small thing.

0:52 They're not. I mean charged is one small room in a very big house. By the end of this video, you'll be able to walk through the whole house and know what is in each room and at which stage in the technology we are and I'll give you simple examples. I'll try to make you understand in very simple language for every single one of those uh technologies in the umbrella so that it sticks with you for lifelong.

1:15 Please like the video and subscribe to the channel to make the algorithm happy. So without any wasting any time, let's start. So basically everything under the AI umbrella [clears throat] belongs to one of two one of these two families. One family is rule followers and the second family is learners. So first let's talk about family one the rule followers. So these are the machines where a human sat down and wrote the rules by hand. Like if this happens, you need to do that step.

1:39 If this happens, you need to do that. So this kind of information is already been given. They are written set of rules. For example, think of the maximum heart rate 22 220