Solid breakdown on why liquidity provisioning is so brutal in prediction markets. The toxicity-based fee structure is clever since it incentivizes the righ kind of flow without just penalizing everyone equally. I ran into similar issues when backesting market making strats on binary options and the markout approach would've helped distinguish real traders from informed bots way better than static fees.