# Agent Model vs Regulated Platforms: allpanel id Context - Informational Guide 019

https://jaidengmeo516.focalledger.com/posts/spotting-fake-panels-using-allpanel-id-informational-guide-164

# Agent Model vs Regulated Platforms: allpanel id Context - Informational Guide 019## IntroductionThis article is strictly educational and harm-reduction oriented