Events

Søren Riis: Drift and Selection in LLM Text Ecosystems. Theory Seminar

Centre for Fundamentals of AI and Computational Theory 

Date: 6 March 2026   Time: 15:00 - 17:00

Location: Room 4.24. Peter Landin Building, Mile End. E1 4NS Map 

This Friday Søren Riis will talk on Drift and Selection in LLM Text Ecosystems

Abstract:
AI-generated text increasingly feeds back into the public record that later AI systems learn from. This talk develops a mathematical framework that separates two forces in this recursive loop — drift (random loss of rare forms, analogous to genetic drift) and selection (publication and verification filters that shape which outputs survive) — and examines when the net effect on future learners is beneficial and when it is harmful.

Contact:  Pasquale Malacaria
Email:  p.malacaria@qmul.ac.uk

Updated by: Paul Curzon