Why your Bayesian algorithm might be failing you.

Data scientists and finance pros, take note: relying on Bayesian algorithms for financial modeling can lead to a massive blind spot. When the noise in the data gets high, these models often get trapped in local optima, essentially locking themselves into a path that ignores better outcomes simply because they’ve attached a low probability to alternatives early on. This brute-force explanation breaks down exactly why these algorithms might be leading strategies astray and how to avoid getting stu