565 citations · 801 across the 8 of their papers we have counts for
3 papers · 1 filter
General Scales Unlock AI Evaluation with Explanatory and Predictive Power
Lexin Zhou, Lorenzo Pacchiardi, Fernando Martínez-Plumed +23
Ensuring safe and effective use of AI requires understanding and anticipating its performance on novel tasks, from advanced scientific challenges to transformed workplace activitie…
Predictable Artificial Intelligence
Lexin Zhou, Pablo A. Moreno-Casares, Fernando Martínez-Plumed +12
We introduce the fundamental ideas and challenges of Predictable AI, a nascent research area that explores the ways in which we can anticipate key validity indicators (e.g., perfor…
Between Progress and Potential Impact of AI: the Neglected Dimensions
Fernando Martínez-Plumed, Shahar Avin, Miles Brundage +3
We reframe the analysis of progress in AI by incorporating into an overall framework both the task performance of a system, and the time and resource costs incurred in the developm…