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
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