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Filipe Macedo
@macedo
AMA: drop your questions about Builder Score V2 below. Best one wins 1,000 $TALENT. We’re rolling out V2 access to all builders with Score ≥ 75, starting today. I'll be answering all questions live on Monday, 5 PM UTC 🫡 @bountybot
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gondwana
@gondwana
Some of your scoring criteria are very classic and do not distinguish the organic user enough. Are you planning to make any changes in this regard?
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Filipe Macedo
@macedo
We're constantly refining our approach to better identify genuine builders versus point optimizers. In V2, we've significantly improved our ability to detect organic users by: - Going deeper into quality metrics - not just counting GitHub repos but analyzing contribution patterns and consistency - Applying square root normalization to prevent whale dominance - Balancing easily-gameable metrics (like simple ownership) with harder-to-fake signals (like meaningful code contributions) We're also working on more sophisticated patterns that distinguish sustained, organic building from short-term point farming. Our team is constantly analyzing signals that correlate with genuine builders. This is an ongoing process - as builders evolve, so will our detection methods.
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