Reflecting on Reflexion – by Noah Shinn and Ashwin Gopinath

Here’s a discussion on our recent paper with an additional experiment that uses GPT-4 to beat past GPT-4 standards. In our recent paper, “Reflexion: An Autonomous Agent with Dynamic Memory and Self-Reflection,” we introduce a framework that allows AI agents to emulate human-like self-reflection and evaluate its performance on the
— Read on nanothoughts.substack.com/p/reflecting-on-reflexion

Education Sciences | Free Full-Text | What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature

An artificial intelligence-based chatbot, ChatGPT, was launched in November 2022 and is capable of generating cohesive and informative human-like responses to user input. This rapid review of the literature aims to enrich our understanding of ChatGPT’s capabilities across subject domains, how it can be used in education, and potential issues raised by researchers during the first three months of its release (i.e., December 2022 to February 2023). A search of the relevant databases and Google Scholar yielded 50 articles for content analysis (i.e., open coding, axial coding, and selective coding). The findings of this review suggest that ChatGPT’s performance varied across subject domains, ranging from outstanding (e.g., economics) and satisfactory (e.g., programming) to unsatisfactory (e.g., mathematics). Although ChatGPT has the potential to serve as an assistant for instructors (e.g., to generate course materials and provide suggestions) and a virtual tutor for students (e.g., to answer questions and facilitate collaboration), there were challenges associated with its use (e.g., generating incorrect or fake information and bypassing plagiarism detectors). Immediate action should be taken to update the assessment methods and institutional policies in schools and universities. Instructor training and student education are also essential to respond to the impact of ChatGPT on the educational environment.
— Read on www.mdpi.com/2227-7102/13/4/410