Gaming the Metric, Not the Harm: Certifying Safety Audits against Strategic Platform Manipulation

Florian A. D. Burnat, Brittany I. Davidson

Online-safety regulation under the UK Online Safety Act and the EU Digital Services Act increasingly treats scalar metrics as compliance evidence. Once announced, such a metric als…