Seeing yet another wave of “celebrity coins” crash from a 59 million market cap straight to rock bottom, I’m actually pretty calm. These projects, propped up by hype and gimmicks, are essentially the fast in-and-out version of the attention economy. Projects that are genuinely building—would they need to rely on constant shilling to maintain the hype? Put bluntly, on-chain data doesn’t lie: once the liquidity is pulled, all that remains is a total mess. Every crash like this is a free lesson for newcomers: if you don’t study the consensus and only chase hot trends, you’ll ultimately be the one

Recently, I’ve been researching on-chain prediction markets and noticed something interesting: football match odds can actually be broken down into various independent events for trading, such as win/loss, over/under, and whether both teams score. Some people feed win rates, draw probabilities, and other data into models to conduct probability arbitrage, generating returns that are considerably more stable than simply buying coins. Does this count as another form of quantitative trading? I think it’s quite similar to on-chain funding rate arbitrage: both exploit market pricing discrepancies. O