Juan Murillo di Cappa
7.9K posts

Juan Murillo di Cappa
@MurillodiCappa
Sometimes researcher, sometimes memecoin technical analyst, sometime fine digit


How do you make grading systems robust? Take an example of grading for (human) performance assets. This might start with attention scores for X activity. Does this work? Yes, it's proven Is this robust? It depends on which attention metrics (followers, engagement, views, etc.) are integrated and what algo is run over them. This can be done in simplistic ways, for example mirroring follower count and likes for X, but that is not very robust. It's easier for users to figure out the formula and manipulate it for financial gain. But there are many ways to make the system more robust. You can integrate more attention metrics from X, integrate attention metrics from other platforms like Insta, YouTube or TikTok, and run a more complex formula on top of these metrics. You also need to consider the demand side (users) and supply side (creators) of the market. Some user types are more inclined to manipulate these systems and some creator types use multiple social platforms to draw data from. The audience you focus on can lend itself better or worse to a robust system, since if creators only use one social platform there's a natural limit and if creators don't have sufficient organic engagement, scores are easier to manipulate. This is analogous to liquidity.


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you can now officially buy $SPCX on NASDAQ AT $154 PER SHARE will you be investing in Elon Musk??




When does an RWA protocol become a business? @Theo_Network’s answer is tokenization 3.0 by making assets usable onchain. thBILL, yield-bearing gold, stablecoin backed by gold carry. 220M+ in total TVL @alenka_on_x and I dive into it on a new episode with @iggyioppe









Humanity Protocol crashed -90% in 12 hours, erasing over $1 BILLION in market cap, just days after surging +339%. The collapse came after an attacker drained over $31 million from wallets linked to Humanity's app, then started swapping the stolen $H into $ETH. The founder confirmed it was a security breach tied to compromised private keys from a Humanity Foundation member.















