2 papers
cs.CY2026
Evaluating AI Providers' Frontier Safety Frameworks
Lily Stelling, Malcolm Murray, Bruno Galizzi +3
Following the AI Seoul Summit in 2024, twelve AI companies published frontier AI safety frameworks (Frameworks) outlining their approaches to managing catastrophic risks from advan…
cs.CL2026
Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning
Max Schaffelder, Albert Gatt
As synthetic data becomes widely used in language model development, understanding its impact on model behavior is crucial. This paper investigates the impact of the diversity of s…