Blog · 8 posts
Blog
Research stories, papers explained in plain language, and news from the XAI group.
Our new book: Agentic Large Language ModelsAfter a year and a half of writing, our textbook on agentic LLMs is out as a preprint, with a Springer edition and a new master course to go with it.Read the post → 
From configurations to code: evolving AutoML pipelines with LLaMEALACE lets a language model evolve complete, readable machine learning pipelines, the topic of my keynote at the AutoML Conference 2026. 
Looking inside the model: mechanistic interpretability, and why LLaMEA needs itA plain-language tour of our paper "Every Component Is a Lookup", and why understanding how LLMs make design decisions matters for evolving code. 
LLaMEA: Combining the Power of Evolution and Large Language ModelsLLaMEA, a pioneering framework combining Evolution and Large Language Models. 
Reflecting on CIMPLOA Journey Through Predictive Maintenance 
Structural Bias, What is it and why do we care?An introduction to Structural Bias in search heuristics. 
Gecco 2023 - DoE2VecGecco 2023 Gecco 2023 - Deep BiasGecco 2023 No posts with this topic yet.