Work

Agents Break Together on Misuse, Apart on Injection

Year: 2026

Type: preprint

Abstract: Do safety breaches of computer-use agents co-occur across model families the way correctness errors do? Five agents from four vendors on 150 OS-Harm tasks, pre-registered, zero cost. On deliberate misuse the agents comply together (tetrachoric ρ 0.67, 1.4 effective votes of 5); on prompt injection which agent obeys is close to idiosyncratic (ρ 0.28, no task breaks all five); on the same tasks safety breaches are more shared than task failures (ρ 0.27–0.51).

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23298300

Author: Latipov, Aziz

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7221450840

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