MinHash
Algorithm for fuzzy near-duplicate detection
Episodes
-
#5327: Catching Duplicate Submissions Before They Burn CreditsA dropped webhook response caused a double submission. Here's how to build a screener that catches duplicates before generation runs. -
#5117: How AI Training Data Gets Filtered (and Exploited)Six stages of content filtering stand between raw web crawls and your AI model — here's where poisoning attacks slip through.