Dr. Jigar Patel

the basic concept of language can be more empathetic or less. So it goes back to the language, right? What language expresses empathy? What language expresses sympathy?

the basic concept of language can be more empathetic or less. So it goes back to the language, right? What language expresses empathy? What language expresses sympathy?

And it's not just the words. It's the construct of the words in relation to one another.

And it's not just the words. It's the construct of the words in relation to one another.

Got it. Right. From a large language perspective, large language model perspective, the underpinning of gendered and AI, the vast majority are in English right now. So we have a translation problem that has to get solved over time. The internet is the default language of the internet is English. And there's a lot of go to your Google Translate and it translates into any language. Right.

Got it. Right. From a large language perspective, large language model perspective, the underpinning of gendered and AI, the vast majority are in English right now. So we have a translation problem that has to get solved over time. The internet is the default language of the internet is English. And there's a lot of go to your Google Translate and it translates into any language. Right.

So there is a loss of that in translation, but AI will catch up there as well.

So there is a loss of that in translation, but AI will catch up there as well.

So it's really saying the right words in the right order at the right time that conveys that empathy and sympathy in a way that's unique and different. It can be programmed, frankly.

So it's really saying the right words in the right order at the right time that conveys that empathy and sympathy in a way that's unique and different. It can be programmed, frankly.

Yeah, so a chat GPT, the foundation is a company called OpenAI. OpenAI has loaded huge corpora of text, internet-based text. The biggest sources being Wikipedia, GitHub, et cetera. So taking the world's knowledge, and basically understanding the relationship of the words.

Yeah, so a chat GPT, the foundation is a company called OpenAI. OpenAI has loaded huge corpora of text, internet-based text. The biggest sources being Wikipedia, GitHub, et cetera. So taking the world's knowledge, and basically understanding the relationship of the words.

It's a large language model in that now it can predict based on that corpora of text, the next word given any of the words before it. So that's the underpinning of this. Now you put a transformer on top of it and a chat interface to interpret the input and then predict or create out of that understanding a response to the input, the chat, right? So that is the concept of a chat.

It's a large language model in that now it can predict based on that corpora of text, the next word given any of the words before it. So that's the underpinning of this. Now you put a transformer on top of it and a chat interface to interpret the input and then predict or create out of that understanding a response to the input, the chat, right? So that is the concept of a chat.

We're used to a search, right? And a chat is the next evolution of that in some ways, right? We're used to it now on the internet, right? When we go to customer service, the first thing you hit is the chat bot, right? Same thing. It's taking the input from a type or words perspective, understanding it, and then turning it back into something useful for you.

We're used to a search, right? And a chat is the next evolution of that in some ways, right? We're used to it now on the internet, right? When we go to customer service, the first thing you hit is the chat bot, right? Same thing. It's taking the input from a type or words perspective, understanding it, and then turning it back into something useful for you.

That evolution has gotten to ChatGPT and that thing and its capability to do things well beyond that simple interaction.

That evolution has gotten to ChatGPT and that thing and its capability to do things well beyond that simple interaction.

um so it's really um it's probabilistic it's it's understanding the likelihood of these things to one another and then programming to accomplish um the end points um that open ai is one large language model google has a number of them that because of the text it's loaded has different probabilities

um so it's really um it's probabilistic it's it's understanding the likelihood of these things to one another and then programming to accomplish um the end points um that open ai is one large language model google has a number of them that because of the text it's loaded has different probabilities