activity
20232026
most citedBlack-Box Access is Insufficient for Rigorous AI Audits

72 citations · 109 across the 15 of their papers we have counts for

collaborators
Showing 2026Show all

5 papers · 1 filter

cs.AI2026

Audit tools of the trade: Automated Auditor Elicitation Can Be Sensitive to the Context the Auditor Is Given

Ben Slater, Ryan Lundqvist, Leo Richter +1

Does providing additional context to automated AI auditors improve their effectiveness? Using the Petri tool to audit LLM coding agents, we test the impact of providing two types o…

cs.CY2026

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack

Cristian Trout, Sanmi Koyejo, Sasha Romanosky +34

From maritime trade to commercial nuclear power, insurance has been the enabler of major economic and technological developments by pricing risk, limiting downside, and spreading b…

cs.CY2026

RCTs for Frontier AI Governance: Methodological Challenges and Solutions for Human Uplift Studies

Patricia Paskov, Kevin Wei, Shen Zhou Hong +7

Human uplift studies, or studies that measure the effects of AI access on human performance via randomized controlled trials (RCT) or similar methodologies, increasingly inform fro…

cs.LG2026

From Human-Level AI Tales to AI Leveling Human Scales

Peter Romero, Fernando Martínez-Plumed, Zachary R. Tidler +11

Comparing AI models to "human level" is often misleading when benchmark scores are incommensurate or human baselines are drawn from a narrow population. To address this, we propose…

cs.CY2026★ 3 cited

The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems

Leon Staufer, Kevin Feng, Kevin Wei +6

Agentic AI systems are increasingly capable of performing professional and personal tasks with limited human involvement. However, tracking these developments is difficult because…