Coding with AI: Experiments with GPT-4
Large language models have proven to be highly effective programming assistants, and GPT-4 has achieved human-level performance on coding challenges. I will present some analyses of GPT-4 coding performance in the context of data science and statistics problems, and demonstrate its potential utility to improve programmer effectiveness as well as its shortcomings. I will also discuss ethical and educational issues surrounding the use of these models for coding and highlight a road forward towards effective use of these tools in service of rigorous research.
Join via Teams using the ‘booking url’ below
Date:
27 April 2023, 15:30 (Thursday, 1st week, Trinity 2023)
Venue:
Big Data Institute, Old Road Campus OX3 7LF
Venue Details:
Seminar Room 0
Speaker:
Dr Russ Poldrack (Stanford University)
Organising department:
Big Data Institute (NDM)
Part of:
BDI seminars
Booking required?:
Not required
Booking url:
https://teams.microsoft.com/l/meetup-join/19%3ameeting_NGI3NWRjYmEtMzNjZS00YTg3LTg4M2EtN2E5MWZjOGE0YTgx%40thread.v2/0?context=%7b%22Tid%22%3a%22cc95de1b-97f5-4f93-b4ba-fe68b852cf91%22%2c%22Oid%22%3a%2
Audience:
Members of the University only
Editor:
Graham Bagley