Using Uniswap v4 hooks to create a dynamic-fee AMM. Placed 57/130 with a +430 edge, first attempt in @danrobinson’s AMM challenge. Here's what my mediocre AMM is doing: Create edge with fee spike + decay: detect an arb, spike fees to 170 bps then decay back to a 45 bps floor to let retail flow return. Below I list what I tried, if anyone who's in the competition wants to exchange notes or comment, my goal is to break top 5. - last night i tried feeding Opus 4.6 research reports on AMMs, volatility, and quantitative trading - i fed the distribution results of #1,2,3 on leaderboard to see if we can reverse engineer - tried referencing a few high starred public github's on AMMs None of the above broke me out of the 430 edge range Buffering attempt #2... https://x.com/danrobinson/status/2019848425458807024?s=46&t=BAjhhFBi3yJC-1WQDkwmCw