Sparks of Artificial General Intelligence: Early experiments with GPT-4

Sparks of Artificial General Intelligence: Early experiments with GPT-4

13 Apr 2023 | Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang
This paper explores the capabilities of GPT-4, an early version of the large language model developed by OpenAI. The authors argue that GPT-4 represents a significant step towards artificial general intelligence (AGI), as it exhibits broad capabilities across various domains and tasks, including language, vision, coding, mathematics, medicine, law, and psychology. GPT-4 can solve novel and difficult tasks without special prompting, often performing at or above human-level performance. The paper discusses GPT-4's ability to integrate knowledge across disciplines, generate code, understand and manipulate complex concepts, and perform tasks such as solving mathematical problems, creating visualizations, and generating music. The authors also highlight GPT-4's limitations, including its lack of planning in certain tasks and potential biases. They emphasize the need for further research to address these challenges and move towards more comprehensive versions of AGI. The paper concludes that GPT-4 represents a major advancement in AI research, with the potential to significantly impact society and future research directions.This paper explores the capabilities of GPT-4, an early version of the large language model developed by OpenAI. The authors argue that GPT-4 represents a significant step towards artificial general intelligence (AGI), as it exhibits broad capabilities across various domains and tasks, including language, vision, coding, mathematics, medicine, law, and psychology. GPT-4 can solve novel and difficult tasks without special prompting, often performing at or above human-level performance. The paper discusses GPT-4's ability to integrate knowledge across disciplines, generate code, understand and manipulate complex concepts, and perform tasks such as solving mathematical problems, creating visualizations, and generating music. The authors also highlight GPT-4's limitations, including its lack of planning in certain tasks and potential biases. They emphasize the need for further research to address these challenges and move towards more comprehensive versions of AGI. The paper concludes that GPT-4 represents a major advancement in AI research, with the potential to significantly impact society and future research directions.
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[slides and audio] Sparks of Artificial General Intelligence%3A Early experiments with GPT-4