3 papers
cs.LG2026
Open Problems in Frontier AI Risk Management
Marta Ziosi, Miro Plueckebaum, Stephen Casper +26
Frontier AI both amplifies existing risks and introduces qualitatively novel challenges. Not only is there a notable lack of stable scientific consensus resulting from the rapid pa…
cs.CY2025
Deprecating Benchmarks: Criteria and Framework
Ayrton San Joaquin, Rokas Gipiškis, Leon Staufer +1
As frontier artificial intelligence (AI) models rapidly advance, benchmarks are integral to comparing different models and measuring their progress in different task-specific domai…
cs.CY2024
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems
Rokas Gipiškis, Ayrton San Joaquin, Ze Shen Chin +3
There is an urgent need to identify both short and long-term risks from newly emerging types of Artificial Intelligence (AI), as well as available risk management measures. In resp…