Training on the Test Set: Mapping the System-Problem Space in AI. - José Hernández-Orallo; Wout Schellaert; Fernando Martínez-Plumed (AAAI, 2022)

Reject Before You Run: Small Assessors Anticipate Big Language Models. - Lexin Zhou; Fernando Martínez-Plumed; José Hernández-Orallo; Cèsar Ferri; Wout Schellaert (EBeM@IJCAI, 2022)

Predictable Artificial Intelligence. - Lexin Zhou; Pablo Antonio Moreno Casares; Fernando Martínez-Plumed; John Burden; Ryan Burnell; Lucy Cheke; Cèsar Ferri; Alexandru Marcoci; Behzad Mehrbakhsh; Yael Moros-Daval; Seán Ó hÉigeartaigh; Danaja Rutar; et al. (CoRR, 2023)

Animal-AI 3: What's New & Why You Should Care. - Konstantinos Voudouris; Ibrahim Alhas; Wout Schellaert; Matthew Crosby; Joel Holmes; John Burden; Niharika Chaubey; Niall Donnelly; Matishalin Patel; Marta Halina; José Hernández-Orallo; Lucy G. Cheke (CoRR, 2023)

Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. - Wout Schellaert; Fernando Martínez-Plumed; Karina Vold; John Burden; Pablo A. M. Casares; Bao Sheng Loe; Roi Reichart; Seán Ó hÉigeartaigh; Anna Korhonen; José Hernández-Orallo (J. Artif. Intell. Res., 2023)

Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). - Wout Schellaert; Fernando Martínez-Plumed; Karina Vold; John Burden; Pablo A. M. Casares; Bao Sheng Loe; Roi Reichart; Seán Ó hÉigeartaigh; Anna Korhonen; José Hernández-Orallo (AAAI, 2024)

Larger and More Instructable Language Models Turned Less Reliable (Code and Data). - Lexin Zhou; Wout Schellaert; Fernando Martínez-Plumed; Yael Moros-Daval; Cèsar Ferri; José Hernández-Orallo (Zenodo, 2024)

Larger and more instructable language models become less reliable (code and data). - Lexin Zhou; Wout Schellaert; Fernando Martínez-Plumed; Yael Moros-Daval; Cèsar Ferri; José Hernández-Orallo (Zenodo, 2024)

Larger and more instructable language models become less reliable (code and data). - Lexin Zhou; Wout Schellaert; Fernando Martínez-Plumed; Yael Moros-Daval; Cèsar Ferri; José Hernández-Orallo (Zenodo, 2024)

Larger and more instructable language models become less reliable. - Lexin Zhou; Wout Schellaert; Fernando Martínez-Plumed; Yael Moros-Daval; Cèsar Ferri; José Hernández-Orallo (Nat., 2024)

PredictaBoard: Benchmarking LLM Score Predictability. - Lorenzo Pacchiardi; Konstantinos Voudouris; Ben Slater; Fernando Martínez-Plumed; José Hernández-Orallo; Lexin Zhou; Wout Schellaert (ACL (Findings), 2025)

Analysing the Predictability of Language Model Performance. - Wout Schellaert; Fernando Martínez-Plumed; José Hernández-Orallo (ACM Trans. Intell. Syst. Technol., 2025)