Colin

Here's an idea for a Farcaster startup: 

- Sell labels for Farcaster accounts 
- Accounts can have multiple labels (e.g. airdrop farmer, onchain transctor)  
- Labels can be either binary or a confidence score (0 to 1) 

Warpcast would pay to use this service if you did a good job.

I think this is a very interesting problem space. It’s similar to some work I was doing at Google: labeling & predicting abusive behavior for millions of SMS messages across 1b phone numbers a month. 

We would:
- manually label millions of spam reports 
- create heuristic rules & train ML models using labeled data
- deploy heuristics & models to the device and on the server (bc different access to signals on each)
- rinse & repeat 

Heuristics got us surprisingly far. 

The vast amount of accessible onchain and FC data (metadata, behavior, content) should make it much easier to build decent classifiers.

Technowatermelon. Elder Millenial. Building Farcaster. 

nf.td/varun

Hey @v - You can do this with @mbd user/labels APIs: https://docs.mbd.xyz/reference/post_users-labels-for-users - we just released user ML-based labels for +50 categories and adding more next week. Focus has been on detecting automated accounts and user "topics/interests" for now.

https://warpcast.com/yassinelanda.eth/0x6a9ee471 i think @yassinelanda.eth nailed it just need to maybe add more label like moxie jail, degen farmer and whatnot

Follow to get the best of Farcaster using @mbd - AI Recommendation Engine for Web3. @a16zcrypto css23. Ex-ML Lead @Chainlink. Ex-Sr Data Scientist @AWS.

cma.xyz. Founder /paragraph, ceo /mirror, previously at Google & Coinbase 

👀👀 Farcaster native labels - will dm you! 🫡