The recent debates around Kaito’s ranking algorithms highlight a growing concern in “Crypto Twitter” (CT): when distribution is determined by opaque models, what gets surfaced isn’t always what’s most valuable. Algorithms can amplify noise and bury insights that matter.
This isn’t a new problem, visibility often tracks numbers: likes, retweets, impressions. But meaningful content shouldn’t be defined by algorithmic filters.
That’s why we’re launching the Bifrost Creator Program—a system built not on opaque algorithms or leaderboard mechanics, but on something simpler: human curation. Every post and every comment is reviewed directly, ensuring recognition is based on insight, not just visibility.
What makes content “good” is not only about popularity or reach, but whether it delivers something original, relevant, and useful to the community. To assess this, we’ve built a framework based on four key dimensions.
Crypto is full of noise. Real value comes from creators who bring new information or fresh perspective.
A single data point, a well-researched study, or a clear logical argument—these are contributions that cannot easily be replaced. We reward creators who make readers walk away having learned something new. Plagiarism and low-effort AI spam are strictly prohibited.
Information without clarity loses its power. Well-structured threads, clear logic, or visuals that make complex ideas easy to grasp.
We will look at reach, but the quality of engagement matters more than raw impressions.
Every sincere voice deserves recognition, regardless of account size.
One viral moment matters, but ecosystems thrive on steady participation. Ongoing analysis, consistent presence, and repeated contributions are what compound into durable narratives.
We are not trying to create a closed loop of applause, constructive advice is as valuable as praise.
The Creator Program is designed to re-center incentives around content itself—rather than algorithms, rank systems, or follower-driven hierarchies.
This approach requires more effort—manual curation, slower iteration—but it also produces cleaner outcomes. In a market saturated with noise, we are looking not for the loudest voices, but for the most meaningful ones.
If you can share insights and express them clearly, we welcome you to join our Creator Program.
