12 citations · 21 across the 9 of their papers we have counts for
4 papers · 1 filter
Understanding as an Explicit and Assessable Component of Frontier AI Safety Decisions
Stephen Barrett, Robin Bloomfield, Alexandra Chirilă +3
Decision makers need sufficient understanding to make good decisions about training or deploying frontier AI systems. However, such decisions are increasingly made under time-press…
Lessons from External Review of DeepMind's Scheming Inability Safety Case
Stephen Barrett, Francisco Javier Campos Zabala, Sean P. Fillingham +4
Safety cases for frontier AI systems should provide a convincing argument, supported by evidence, that the risk of harm is within an acceptable bound. When developers author their…
Understanding: reframing automation and assurance
Robin Bloomfield
Safety and assurance cases risk becoming detached from the understanding needed for responsible engineering and governance decisions. More broadly, the production and evaluation of…
Quantifying Confidence in Assurance 2.0 Arguments
Robin Bloomfield, John Rushby
Confidence is central to safety and assurance cases: how much confidence a decision requires and how much the argument actually provides are both important questions. We present a…