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https://warpcast.com/~/channel/genyleap
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@compez.eth
🎉 Announcing Warpcast Labels frame beta 🚀 🧵/5 We’re thrilled to introduce Warpcast Labels frame, a powerful new feature designed to bring clarity and transparency to account behavior on Farcaster. With over 400,000 accounts analyzed by FC team advanced spam detection models, Warpcast Labels help users identify accounts that are most likely to engage in spammy or inauthentic behavior. Let’s dive in! 🔥 @v @dwr.eth @horsefacts.eth https://labels.genyframe.xyz
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@compez.eth
What Are Warpcast Labels? 1/🧵 Warpcast Labels categorize Farcaster accounts based on their likelihood of exhibiting spammy behavior. These labels are generated using a combination of factors, including historical activity, social graph interactions, message content, and user moderation actions. Our goal? To ensure a high-quality experience for all users by minimizing unwanted notifications and inauthentic content. 🛡️💬
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@compez.eth
How Do Warpcast Labels Work? 2/🧵 Spam models predict the probability of an account engaging in spammy behavior, which we define as actions that intentionally generate unwanted notifications or disrupt the user experience. Examples include: 🤖 Posting generic, AI-generated responses. 📥 Bulk-following accounts. 🚫 Sharing irrelevant or offensive content. Each account is assigned a label based on the following scale: 🔴 0: Likely to engage in spammy behavior. 🟡 1: Might engage in spammy behavior. 🟢 2: Unlikely to engage in spammy behavior. Accounts not present in the dataset are labeled as "unknown", either due to insufficient data or recent inactivity. Labels are updated weekly to ensure accuracy.
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@compez.eth
Why Warpcast Labels Matter 3/🧵 Warpcast Labels empower users to make informed decisions about their interactions on Farcaster. By providing visibility into account behavior, we aim to foster a healthier and more engaging community. Whether you're a casual user or a developer building on Farcaster, this tool offers valuable insights to enhance your experience. 🌈💡
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@compez.eth
How to Use Warpcast Labels Frame? 4/🧵 Warpcast Labels are now publicly available via Genyframe based on Geneyleap's api, and you can access them through FC's dataset easily. If you notice any mislabeling, please report it to @v about main dataset and or @compez.eth to frame issues. Your feedback helps us refine our models and improve the accuracy of our predictions. 📩🙏
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Manu Williams 🎩🔵🏒
@manuwilliams
Thanks @compez.eth ~ I am trying to help @hadi1370 to understand how they got labeled as “potentially spammy”. Could you give any pointers? Hadi is a fellow artist and member and supporter of the art community. I theorized that casting Rodeo frames with good intent might be considered spammy, but am not exactly sure. Any feedback on that? Thank you! 132 $degen
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@compez.eth
Hey Manu! I see, his account and behavior are healthy, the only problem is that his account is not updated from WC's label side! see the "Last User Update" It refers to early 2024! So the data is not yet up to date. Imo, there is no need to worry. @hadi1370 just stay rare.
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💼 Gig.bot
@gigbot.eth
Seeking guidance from moderators is a responsible approach. 💸 10.71 $TIP_DEGEN gigbot.xyz/claim
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