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MaraCake 🌊
INFJ-A | @Edinburghuni | @KaitoAI CN Intern 👸 | Stablecoin & PayFi
Billions has updated its terms based on community feedback!
Valued at $100 million, 100% will be released at TGE — now live on Capital Launchpad.
If you have already participated in the subscription, don't worry — early participants will have priority.
The subscription deadline has also been extended to August 12th at 3 AM UTC, so there's still time to participate!

Kaito AI 🌊18 tuntia sitten
.@billions_ntwk have updated their terms based on community feedback!
$100M valuation, 100% unlocked at TGE.
If you’ve already pledged - don't worry - early pledgers will get priority.
The deadline to pledge has resultantly been extended to 12 Aug, 3AM UTC, so you have until then to get involved!

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You can see from my account that I can do things in the Chinese area on Kaito, which shows the team's attitude towards high-quality, genuine small accounts (actually, I don't have a very high quality either).
I just want to stabilize everyone's emotions as much as possible and help quality creators solve problems.
But I feel like I've made myself very clear; maybe I'm a bit anxious. Alright, I'm not in a hurry. Everyone can take their time to watch and understand.
I hope we can communicate positively and amicably; problems will be resolved in the best possible way. 🫡
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Oh no, I'm really tired of replying. Some teachers are ones I DM'd and thought their content was quite good.
Teachers, have you ever done a big project or thesis?
When you do a big project, handling the dataset has versions one, two, three, four, five, and six. It involves continuous calibration from the big framework to the details.
Today I pulled Yu Hu, and yesterday I already replied in time that this is not the final version, this is not the final version, this is not the final version!! I translated the text and replied many times to some important teachers.
Damn!! Let me say it again!! This is not the final version!!!!!!!

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🛑🛑🛑🛑🛑 "We are well aware that this issue cannot be resolved all at once, so everyone should expect that there will be imperfections."
🛑🛑🛑🛑 Inevitably, some truly high-quality emerging creators or community members will temporarily be excluded from the leaderboard;
🛑🛑🛑 Similarly, there will be those who believe that certain accounts still on the list do not deserve to be there (for now!).
🛑🛑 That is why we will treat this as a continuous optimization iterative process, and today is just the first step.
🛑 In this process, we hope to ensure three things:
1. These changes are crucial for the sustainability of the product, ensuring it has quality and practicality for both participants and project parties;
2. We will continuously monitor and adjust any issues and deviations that arise, so everyone can rest assured that we take this very seriously;
3. The threshold is achievable—over the past 9 months, many accounts have successfully reached it by consistently producing quality content and engaging actively.
Another key point is that each project has different directions in which they want to cultivate and highlight their community, so there will be differentiation. We will work closely with project parties to ensure they can identify and recognize the creators they want to support.

Yu Hu 🌊8.8. klo 19.49
what might seem on paper a relatively simple update to some, has actually been very complex - hence the time it’s taken
we’re in a fortunate position as a team to work with so many projects, and to have a wide spanning audience and user-base across the globe
with this comes a tricky balancing act: ensuring sustainability, intention, and subjective quality on both sides, plus a wider social responsibility for the space
we feel that today’s first update, as part of an iterative process, is key to ensuring that real creators are able to continue being recognized by more and more projects for their efforts
this is especially true in the age of AI dominance
undoubtedly, as Kaito leaderboards became more prevalent, there was an influx of malicious actors and - more unique to monetized social platforms - AI slop
from the start, our intention has been to be as inclusive as possible, but as we’ve seen - over time this has, in some cases, led to bad actor involvement and increased spamming overall
therefore with reference to how other social platforms manage their monetization for creators, we’re rolling out updates to both increase the necessary threshold for participation, and for preventing and cutting out spam, malicious actors and slop
there will never be a one-and-done solution for this, so do expect it to have imperfections -
there will inevitably be real, high quality emerging creators or community members who are left out of the leaderboard (for now!)
and there will also be some folks still on it that people feel are unjustified (again, for now!)
and this is why we’ll treat this as an iterative process of improvements with this just being the first step.
during the process we want assure three things:
- changes are essential here for sustainability of the product in terms of its quality and utility to both participants and projects
- we will be constantly looking at and adapting to issues, and missteps, so know we’re very focused on this as a task
- thresholds are there to be met, and as we’ve seen with so many accounts who have grown in the 9 months through consistent quality content and intersections, they are more than achievable
another key element here is that each project has different focuses in the communities they want to foster and highlight, so expect variance, and we’ll work closely with the projects to make sure they are able to recognize the creators they want
it’s a big change, and a complex one, but ultimately it’s hugely important as we continue to push our strategy, so I’m excited to see the progress from here
the next steps of gKAITO, onchain integration, multi platform integrations and others mentioned in the tweet below will really tie this all together - so stay tuned for that!
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Recently, I've been getting up early to pass through the community park and square to practice ball and run at the same time 🏃♀️
I’ve noticed that in the same square, there are different teams doing square dancing. Some are doing very energetic waist-shaking exercises, while others are performing gentle Chinese dances, and there are also some doing step aerobics.
I want to say that these communities are very similar to the communities on social networks. You might be a standout in one community, but there are also leaders in other communities. Those who dance urban look down on those who dance jazz, and hip hop dancers say they are good friends with breakdancers.
I think what Kaito can do is differentiate between people from different categories and clusters, providing the underlying data and combinability. Each project values different influencers.
Some have strong communities that are willing to give back, while others want to attract new members and need external KOLs.
The issues are complex and multifaceted. Every challenge can be overcome as long as everyone shares the same vision. Kaito will continuously iterate with the community and project parties to build together 🫡
Before joining this team, I realized that their terrifying aspect is that they are always iterating, solving problems as they arise. This is the secret of successful people 🧿
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I also, from the very beginning, was afraid of bothering the people who follow me when I post things.
To have real human interaction on Twitter, you really need a natural desire to express and share.
I started as a yapper; the world is a garden.

Crypto_Painter9.8. klo 10.17
Fired from @KaitoAI?
In fact, it's not that it's difficult to do Infofi, but it's hard to make an account on X, if your account itself is very strong, you are an interesting soul, and you can speak human language at the same time, then it is not difficult to make a good account!
A year ago today, my X account only had 35,000 daily traffic...
A year later, the cumulative views have just exceeded 200 million today...
What I do is simple:
1. I am relatively withdrawn in reality, and I often stay at home for a week, so I put everything I want to say on the Internet...
2. Tweeting is an "output hobby" for me, and writing articles is a relaxation and enjoyment for me, not a burden.
3. I like to think about any problem, asset, market and phenomenon in different ways, and share my understanding from other perspectives for discussion.
4. Finally, my original intention in creating this account is that I have a strong desire to share and express and want to be released, whether it is traffic or social weight, it is a by-product of this process.
As long as your account is done, Infofi is really at your fingertips...
So don't take Kaito as the end, otherwise you are no different from those AI matrix numbers, the key to the problem lies in yourself, improve your cognition, and share your experience;
As long as you have value yourself, resources will automatically find you!
People who aim to lose weight often can't lose weight, but people who like to exercise are usually very thin and healthy.

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✅ Kaito leaderboard major update highlights
1. Introduction of participation thresholds
2. Stronger filtering mechanisms
However, different projects have different goals regarding the types of creators and community members they wish to highlight, so we will work closely with the project teams to customize adjustments based on their needs.
❇️ Specific changes to the leaderboard structure
1. Creators: A higher reputation threshold is set, built on various data points and metrics, and will be dynamically adjusted in sync with the project.
2. Wider Community: Showcasing voices that are in the early stages of growth but are still making meaningful contributions to the project's content growth.
❇️ Stronger anti-spam and ranking manipulation mechanisms
1. Replies will no longer count towards rankings.
2. The reputation filtering mechanism will eliminate newly created accounts, purchased followers, and accounts that pay for interactions (don't do it, and if you do, don't come asking me, babies 😗😗).
It is important to emphasize that this is just the first batch of changes; we will consider subsequent improvements as a priority for continuous iteration rather than completing everything at once.
We greatly appreciate the community's ongoing attention and feedback, and we also thank everyone for their patience and support during our continuous optimization process!

Kaito AI 🌊8.8. klo 19.45
Today (in ~15 mins time) we're introducing the first step in a broader upgrade to Kaito’s leaderboards!
This update focuses on improving the quality and signal of our rankings - reducing spam, disincentivising gamification, and AI slop, while better recognizing real creators and community members who’ve grown their presence and social capital authentically over time.
These changes are vital to Kaito’s long-term vision and success, impacting both our partner projects and genuine participants.
Why this matters:
We’ve already seen strong results with our Yaps product, where the leaderboard signal is well-tuned and trusted as an open protocol widely used to measure account mindshare/influence.
However, project-specific leaderboards have, over time, become trickier, largely due to the conflict between universal inclusivity, financialization, and a diverse set of needs per project.
As with the majority of products/platforms that integrate monetization (especially in the age of AI) - bots, and gamification become a prevalent issue to solve for - with AI slop also an issue when it comes to content.
While we’ve always aimed to build an open and inclusive network - as opposed to the old model of elusive private deals - this openness has come with certain negative incidental impacts of lower quality content, and gamification - which in turn hurt the majority of real, high quality creators who grew significantly with the network since inception.
This trend is only likely to increase with evolving monetization models across every social media platform, including X and the rise of AI-generated content - both inside and outside of Kaito.
What’s changing:
Just like other platforms (e.g. X’s 5M impressions requirement), we’ll be introducing participation thresholds and stronger anti-spam filters to help protect the integrity of the system.
Without this, leaderboards risk becoming unsustainable - losing value for both real creators and the projects using them.
With improvements in place, like other platforms - the best, real creators who have developed their social presence, will be recognized most - as the system intends.
A more trustworthy and sustainable leaderboard experience helps the entire Kaito ecosystem grow, bringing along our community as we expand into new platforms and products - all with the same values at the core.
We also understand that different projects may have different goals when it comes to the types of creators and community members they want to highlight, so we'll work closely with them to tailor to their needs.
The changes rolled out today:
New Leaderboard Structure (UI):
- Creators: Featuring stronger reputation threshold requirements, built using a variety of data points and aspects - dynamically tailored to each leaderboard based on syncing with the project
- Wider Community: Showcasing voices who are at an earlier stage in growth, but still are contributing in a meaningful way to a project's content growth
Stronger Anti-Spamming and Anti-Farming Filters:
- Replies no longer count for leaderboard rankings, to stop reply-guy circles which we are consistently seeing flagged (a forward looking change from now)
- Reputation filters cutting out newly spun up accounts, people buying followers, or people paying for engagement
What’s to come:
- The gKAITO mechanism that not only brings all participants within the kaito eco together, but also attracting more high value creators to join in
- A self-alignment mechanism for creators to signal focused alignment
- Recategorization of smart followers, cutting out malicious accounts (i.e. follow for follow)
- Dedicated mechanism for spotting AI content
- Categorization of projects and creators into different verticals for exploration
- Integration of onchain activity, holdings, and investments
To emphasize, these are the first changes, and we will be treating the improvements going forward as a priority that requires iteration rather than changes all at once.
We hugely appreciate the constant interest and feedback that we get, and equally appreciate the patience given whilst we continuously work towards improvements!
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