What’s the difference between systemic risks and content-level risks?
Questions & Answer
Systemic risks: Broader patterns or effects caused by platform design, algorithms, or policies — for example, recommendation systems amplifying disinformation or enabling large-scale scams.
Content-level risks are addressed through moderation workflows. Systemic risks require structural measures like algorithmic changes, risk assessments, and independent audits.
Systemic risks: Broader patterns or effects caused by platform design, algorithms, or policies — for example, recommendation systems amplifying disinformation or enabling large-scale scams.
Content-level risks are addressed through moderation workflows. Systemic risks require structural measures like algorithmic changes, risk assessments, and independent audits.
An Interview with Checkstep's VP Trust & Safety, Deniz Atabey Alkan
Trust & Safety is one of those disciplines where the stakes are high, but the work is rarely vis...
13 mins
Why Most Platforms Get the AI-Human Moderation Balance Wrong
And what it actually takes to get it right - across confidence thresholds, policy design, human work...
12 mins
Webinar: Designing Moderation Systems That Actually Work
Balancing AI and human oversight at scale Join us on 21st May at 4pm BST when we’ll break down wha...