The comment in the parent said "kind alphas the agent found". It linked to a job then a trial. All of the comments I read there except for one said things like "The final alpha check is still fitting; the prior lagged backtest’s exact zero metrics make clear that model was not acceptable economically". One said "successful backtest’s" but did not expound on what that means or anything. I was looking for the alpha it found and not the feature engineering.

My backgroud is in finance but do not look at things so quantitatively.

Here is another comment/output: "correlation −0.007 and directional accuracy 0.498". Wouldn't directional accuracy have to be greater than .50 to be profitable?

Forgive my ignorance I am interested in this though. I have asked Claude/ChatGPT to show me where the alpha is that the model found as well so I can learn.