Kaito AI has deployed a new update of his crypto MindShare algorithm. This decision follows weeks of criticism on the quality of the content dominating its infofi dashboards.
For months, users have wondered if the Kaito Mindshare scores reflect a real influence or a fabricated media. Critics argue that influencers and projects have played, manipulated and expelled the system to inflate visibility without real value.
Influencers and projects exploiting Kaito gaps
The new changes are aimed at braking agriculture for spam engagement and perceptive and long -term contributions on Twitter Crypto.
Crypto and Defi researchers called Kaito and other Infofi platforms to supply poorly aligned incentives in the ecosystem.
Among them is Louround, co-founder of Research, who publicly called the current rankings to reward the content that stimulates views and comments regardless of quality or depth. The researcher says that many best -classified Kols have little known the projects they are increasing.
“We have seen through the strong experiment that Mindshare does not equivalent to the interest of the protocol, nor in the creation of value,” wrote Louround in an article.
This concern is aligned with a functionality recently launched on Arkham which sought to follow the influencer portfolios. As Beincrypto reported, the functionality would reveal if they really support tokens or engage in remunerated advertising.
For the perspective, Louround referred to the strong project, whose spirit has increased to 60%. He culminated at an FDV of $ 30 million before collapsing at only $ 1.4 million in two weeks.
The criticism goes beyond the quality of the content, of the accusations according to which the centralized exchanges (CEX), the VC and even Kaito participate in a circular system of incentives.
“The projects take advantage of views, commitment and” traction “(without filtering quality) to then justify the VCs and the registration platforms,” added Louround.
The researcher described it as “feedback loop” where no part is encouraged to change the broken system. Other users have indicated the Caldera ranking as a “perfect example” of what is wrong with current infofi models.
Another Director of Research Raised and Hyperliquid Maxi, Zero Knowledge of X, noted how “low -quality commitment farmers” dominate the best ranks, while real contributors are drowned.
“A guy who drops more than 900 answers in one day is not a defender of your technology or brand. He is an extractor who wants to empty tokens on the first day,” said the user.
While recognizing the potential of Infofi and the Mindshare concept, the experts declared that the current form “does not build or favors” a significant community, content or education.
In this context, users call for return to the roots of Crypto Twitter, where community members can learn and share knowledge.
The community asks by force Kaito has to act
In response, Kaito said he was implementing changes to prioritize quality compared to quantity. The changes include exclusion of publications focused only on rewards or rankings without insight.
Kaito will also limit the weekly Mindshare tweets to prioritize precious content and suppress engagement agriculture. In addition, the blockchain aggregator will improve loyalty rewards for coherent contributors without penalizing a wider participation.
Despite criticism, some users see the value of Kaito’s efforts. Jeff, a creator of Web 3 content, highlighted a change in cryptographic trading strategies.
He suggests that precious ideas are now from the analysis of conversations on social networks.
“The new alpha is not only hidden in the graphics, it is hidden in conversations. The old meta was dyor. The new meta? Decodes the flow,” wrote Jeff.
However, with an FDV of $ 1.38 billion and an increasing influence on the market, the pressure rises on Kaito AI to go beyond the surface metrics.
Calls for content filtering based on AI and dashboards on several levels that reward authentic information becomes stronger. Kaito’s decision suggests the opening of the implementation of changes, these adjustments focused on restoring confidence.
“Kaito has finally taken into account quality content. Now the chronology may appear more solid,” said a user.
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