8 articles in this category
Automated gatekeeping systems are everywhere on modern platforms. They decide what gets published, what gets flagged, and what disappears into a moder...
Every automated gatekeeping system has a blind spot. On Arthive, that blind spot often manifests as the auto-reject error—a submission flagged as inva...
Automated gatekeeping is supposed to protect online communities from spam, abuse, and low-quality content. But when the gates are too tight or too rig...
Who Needs Automated Gatekeeping and What Goes Wrong Without It Automated gatekeeping refers to any system that uses predefined rules, scoring models, ...
Automated gatekeeping sounds like a dream: set up a system, and it filters out spam, abuse, or low-quality content without human effort. But anyone wh...
Every organization that reviews applications, content, or access requests faces a tension: scale demands speed, but fairness requires nuance. Automate...
You've just watched your arthive bot reject a submission that any human moderator would have passed in seconds. The content is clearly compliant. The ...
Introduction: The Invisible Handcuffs of a Well-Intentioned SystemIn my practice, I've seen countless artists and curators pour their hearts into buil...