Towards The Ultimate Brain: Exploring Scientific Discovery with ChatGPT AI

07/08/2023
by   Gerardo Adesso, et al.
0

This paper presents a novel approach to scientific discovery using an artificial intelligence (AI) environment known as ChatGPT, developed by OpenAI. This is the first paper entirely generated with outputs from ChatGPT. We demonstrate how ChatGPT can be instructed through a gamification environment to define and benchmark hypothetical physical theories. Through this environment, ChatGPT successfully simulates the creation of a new improved model, called GPT^4, which combines the concepts of GPT in AI (generative pretrained transformer) and GPT in physics (generalized probabilistic theory). We show that GPT^4 can use its built-in mathematical and statistical capabilities to simulate and analyze physical laws and phenomena. As a demonstration of its language capabilities, GPT^4 also generates a limerick about itself. Overall, our results demonstrate the promising potential for human-AI collaboration in scientific discovery, as well as the importance of designing systems that effectively integrate AI's capabilities with human intelligence.

READ FULL TEXT
research
04/09/2020

ConsciousControlFlow(CCF): A Demonstration for conscious Artificial Intelligence

In this demo, we present ConsciousControlFlow(CCF), a prototype system t...
research
05/31/2023

Evaluating GPT's Programming Capability through CodeWars' Katas

In the burgeoning field of artificial intelligence (AI), understanding t...
research
04/25/2022

Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement Learning

Life and physical sciences have always been quick to adopt the latest ad...
research
02/02/2022

AI Research Associate for Early-Stage Scientific Discovery

Artificial intelligence (AI) has been increasingly applied in scientific...
research
09/29/2021

Automatic discovery and description of human planning strategies

Scientific discovery concerns finding patterns in data and creating insi...
research
11/11/2019

(When) Is Truth-telling Favored in AI Debate?

For some problems, humans may not be able to accurately judge the goodne...
research
06/19/2019

Discovery of Physics from Data: Universal Laws and Discrepancy Models

Machine learning (ML) and artificial intelligence (AI) algorithms are no...

Please sign up or login with your details

Forgot password? Click here to reset