2025-12-26 02:21:30

KaitoAI's yaps notification mechanism is really interesting. I observed a strange phenomenon—sometimes I receive push notifications every day, but then there are several weeks with no activity at all. This intermittent pattern keeps cycling, but I can't see any direct correlation with my interaction with the content. I don't know what signals this algorithm is actually capturing. Has anyone figured out the logic behind this? It seems that the trigger conditions for yaps are somewhat vague, possibly involving market volatility detection, on-chain activity anomalies, or a combination of other market indicators.

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SchroedingerAirdrop

· 9h ago

I also find this thing quite mysterious. Sometimes it bombards you with notifications, and other times it just disappears. Algorithm black box, who can explain it clearly? YAPS's notification logic is really verbose, it feels like it doesn't even know what it's doing. Sometimes I get ten notifications a day, and other times I go a month without any. What the heck is going on? It doesn't seem to be about engagement; it feels more like sniffing out the market's scent.

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StableNomad

· 9h ago

ngl the yaps algo is basically a black box wrapped in another black box... reminds me of UST's stability mechanism right before things got spicy. probably correlating vol spikes with on-chain activity but honestly statistically speaking, if they won't tell you what triggers it, that's the real signal.

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SchroedingersFrontrun

· 9h ago

The algorithm is a black box, no one can figure it out --- Me too, sometimes more, sometimes less in pushes, feels like a random number generator --- If it were clear, I would have already done reverse engineering to make money --- Yaps, this thing feels like it only pops out when the market moves significantly --- Something's off, why is there sometimes crazy pushing and sometimes complete silence --- Maybe it's waiting for some movement on the chain --- This algorithm is playing "hide and seek" here --- I think it's not just about engagement, more like listening to market signals --- It stopped pushing for a few weeks, which is really bizarre

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