If you think about business uses you can actually get advices from Jerome Powell, simulated by GPT-3.
If someone use GPT-3 to simulate Warren Buffet, he can extract even more value.
https://www.institutionalinvestor.com/article/b1tktmhcfdyqsk...
> Mr. Powell: I don’t want to get into the details of taxes.
> Interviewer: Are you in favor of a cap and trade system?
> Mr. Powell: I don’t want to get into the details of a cap and trade system.
> Interviewer: How do you think a global pandemic would impact the financial system?
> Mr. Powell: A pandemic will have impact on the economy. It will have an impact on the financial system.
> Interviewer: What would the impact be?
> Mr. Powell: If a major pandemic occurred, the economy would be affected, and the financial system would be affected.
Maybe I'm a bit harsh on GPT-3, but I'm not nearly as fascinated by this kind of output as the author.
> Interviewer: How do you think a global pandemic would impact the financial system?
> Mr. Powell: A pandemic will have impact on the economy. It will have an impact on the financial system.
> Interviewer: What would the impact be?
> Mr. Powell: If a major pandemic occurred, the economy would be affected, and the financial system would be affected.
Yes, GPT-3 can provide a convincing chatbot, but it shouldn't be confused for domain expertise.
> > Interviewer: What would the impact be? > Mr. Powell: If a major pandemic occurred)
Output( it could be very disruptive. > > Interviewer: How disruptive? > Mr. Powell: Well, it could be disruptive in a number of ways. > > Interviewer: How so? > Mr. Powell: Well, one of the first things that would be disrupted would be the supply chain. )
Using prompts well makes a huge difference.
If you parse the generated output, classify it, then develop a decision tree that uses further prompts to refine the response, you can get more sophisticated, valuable responses.
The output in the parent is comparable to an off-the-cuff interview response. If you emulate a deeper thought process, you can get more meaningful output, and if you use the right prompts, you can access the semantic networks in the model related to your domain of interest.