Spam filtering is coming to Warpcast. 

Over the last 3 months, we've labelled thousands of spammy accounts by hand and @akshaan has carefully trained an ML model to do this automatically. 

We're rolling out this model starting today, and it will significantly improve the user experience.

Technowatermelon. Elder Millenial. Building Farcaster. 

nf.td/varun

How will false positives be handled? Is there manual review in the loop at all (eg for appeals?)

Can a spam-labelled account ever be labeled good in the future?

cma.xyz. Founder /paragraph, previously at Google and Coinbase

Building @bountycaster (bountycaster.xyz). Co-producer on an Ethereum documentary. Previously co-founder of Scalar Capital and product at Coinbase

the goal is to be like gmail, where the filtering works for 99.999% and you have the ability to turn off filtering to double check that nothing important was missed. 

we'll also periodically rescore accounts, so if there was a mis classification you can earn your way back out.